{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T20:07:47Z","timestamp":1781294867696,"version":"3.54.1"},"reference-count":225,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2023,11]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>A scholarly recommendation system is an important tool for identifying prior and related resources such as literature, datasets, grants, and collaborators. A well-designed scholarly recommender significantly saves the time of researchers and can provide information that would not otherwise be considered. The usefulness of scholarly recommendations, especially literature recommendations, has been established by the widespread acceptance of web search engines such as CiteSeerX, Google Scholar, and Semantic Scholar. This article discusses different aspects and developments of scholarly recommendation systems. We searched the ACM Digital Library, DBLP, IEEE Explorer, and Scopus for publications in the domain of scholarly recommendations for literature, collaborators, reviewers, conferences and journals, datasets, and grant funding. In total, 225 publications were identified in these areas. We discuss methodologies used to develop scholarly recommender systems. Content-based filtering is the most commonly applied technique, whereas collaborative filtering is more popular among conference recommenders. The implementation of deep learning algorithms in scholarly recommendation systems is rare among the screened publications. We found fewer publications in the areas of the dataset and grant funding recommenders than in other areas. Furthermore, studies analyzing users\u2019 feedback to improve scholarly recommendation systems are rare for recommenders. This survey provides background knowledge regarding existing research on scholarly recommenders and aids in developing future recommendation systems in this domain.<\/jats:p>","DOI":"10.1007\/s10115-023-01901-x","type":"journal-article","created":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T14:01:12Z","timestamp":1685887272000},"page":"4433-4478","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":56,"title":["Scholarly recommendation systems: a literature survey"],"prefix":"10.1007","volume":"65","author":[{"given":"Zitong","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Braja Gopal","family":"Patra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ashraf","family":"Yaseen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rachit","family":"Sabharwal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kirk","family":"Roberts","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tru","family":"Cao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hulin","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,6,4]]},"reference":[{"key":"1901_CR1","first-page":"116","volume-title":"Citeseer: an autonomous web agent for automatic retrieval and identification of interesting publications","author":"KD Bollacker","year":"1998","unstructured":"Bollacker KD, Lawrence S, Giles CL (1998) Citeseer: an autonomous web agent for automatic retrieval and identification of interesting publications. Springer, Berlin, pp 116\u2013123"},{"key":"1901_CR2","first-page":"160","volume":"7","author":"D Das","year":"2017","unstructured":"Das D, Sahoo L, Datta S (2017) A survey on recommendation system. Int J Comput Appl 7:160","journal-title":"Int J Comput Appl"},{"key":"1901_CR3","doi-asserted-by":"crossref","unstructured":"Sugiyama K, Kan M-Y (2013) Exploiting potential citation papers in scholarly paper recommendation. In: Proceedings of the 13th ACM\/IEEE-CS joint conference on digital libraries, pp 153\u2013162","DOI":"10.1145\/2467696.2467701"},{"key":"1901_CR4","doi-asserted-by":"crossref","unstructured":"Petricek V, Cox IJ, Han H, Councill IG, Giles CL (2005) Modeling the author bias between two on-line computer science citation databases. In: Special interest tracks and posters of the 14th international conference on World Wide Web, pp 1062\u20131063","DOI":"10.1145\/1062745.1062869"},{"issue":"10","key":"1901_CR5","doi-asserted-by":"crossref","first-page":"0184516","DOI":"10.1371\/journal.pone.0184516","volume":"12","author":"K Haruna","year":"2017","unstructured":"Haruna K, Akmar Ismail M, Damiasih D, Sutopo J, Herawan T (2017) A collaborative approach for research paper recommender system. PLoS ONE 12(10):0184516","journal-title":"PLoS ONE"},{"key":"1901_CR6","first-page":"5","volume":"10","author":"S Philip","year":"2014","unstructured":"Philip S, Shola P, Ovye A (2014) Application of content-based approach in research paper recommendation system for a digital library. Int J Adv Comput Sci Appl 10:5","journal-title":"Int J Adv Comput Sci Appl"},{"issue":"2008","key":"1901_CR7","first-page":"1","volume":"6","author":"E Peis","year":"2008","unstructured":"Peis E, del Castillo JM, Delgado-L\u00f3pez JA (2008) Semantic recommender systems. Analysis of the state of the topic. Hipertext Net 6(2008):1\u20135","journal-title":"Hipertext Net"},{"key":"1901_CR8","doi-asserted-by":"crossref","unstructured":"Neethukrishnan K, Swaraj K (2017) Ontology based research paper recommendation using personal ontology similarity method. In: 2017 second international conference on electrical, computer and communication technologies (ICECCT), pp 1\u20134. IEEE","DOI":"10.1109\/ICECCT.2017.8117833"},{"key":"1901_CR9","unstructured":"Hong K, Jeon H, Jeon C (2012) Userprofile-based personalized research paper recommendation system. In: 2012 8th international conference on computing and networking technology (INC, ICCIS and ICMIC), pp 134\u2013138 . IEEE"},{"key":"1901_CR10","doi-asserted-by":"crossref","unstructured":"Ghosal T, Chakraborty A, Sonam R, Ekbal A, Saha S, Bhattacharyya P (2019) Incorporating full text and bibliographic features to improve scholarly journal recommendation. In: 2019 ACM\/IEEE joint conference on digital libraries (JCDL), pp 374\u2013375 . IEEE","DOI":"10.1109\/JCDL.2019.00077"},{"key":"1901_CR11","first-page":"3","volume":"1","author":"M Lofty","year":"2014","unstructured":"Lofty M, Salama A, El-Ghareeb H, El-dosuky M (2014) Subject recommendation using ontology for computer science ACM curricula. Int J Inf Sci Intell Syst 1:3","journal-title":"Int J Inf Sci Intell Syst"},{"key":"1901_CR12","doi-asserted-by":"crossref","unstructured":"Le Anh V, Hai VH, Tran HN, Jung JJ (2014) Scirecsys: a recommendation system for scientific publication by discovering keyword relationships. In: International conference on computational collective intelligence, pp 72\u201382 . Springer","DOI":"10.1007\/978-3-319-11289-3_8"},{"key":"1901_CR13","doi-asserted-by":"crossref","unstructured":"Maake BM, Ojo SO, Zuva T (2019) Information processing in research paper recommender system classes. In: Research data access and management in modern libraries, pp 90\u2013118 . IGI Global","DOI":"10.4018\/978-1-5225-8437-7.ch005"},{"key":"1901_CR14","doi-asserted-by":"crossref","unstructured":"Shimbo M, Ito T, Matsumoto Y (2007) Evaluation of kernel-based link analysis measures on research paper recommendation. In: Proceedings of the 7th ACM\/IEEE-CS joint conference on digital libraries, pp 354\u2013355","DOI":"10.1145\/1255175.1255245"},{"issue":"7","key":"1901_CR15","doi-asserted-by":"crossref","first-page":"0158423","DOI":"10.1371\/journal.pone.0158423","volume":"11","author":"T Achakulvisut","year":"2016","unstructured":"Achakulvisut T, Acuna DE, Ruangrong T, Kording K (2016) Science concierge: a fast content-based recommendation system for scientific publications. PLoS ONE 11(7):0158423","journal-title":"PLoS ONE"},{"issue":"4","key":"1901_CR16","doi-asserted-by":"crossref","first-page":"2708","DOI":"10.3906\/elk-1608-180","volume":"25","author":"R Habib","year":"2017","unstructured":"Habib R, Afzal MT (2017) Paper recommendation using citation proximity in bibliographic coupling. Turkish J Electr Eng Comput Sci 25(4):2708\u20132718","journal-title":"Turkish J Electr Eng Comput Sci"},{"key":"1901_CR17","doi-asserted-by":"crossref","unstructured":"Beel J, Langer S, Genzmehr M, N\u00fcrnberger A (2013) Introducing docear\u2019s research paper recommender system. In: Proceedings of the 13th ACM\/IEEE-CS joint conference on digital libraries, pp 459\u2013460","DOI":"10.1145\/2467696.2467786"},{"key":"1901_CR18","doi-asserted-by":"crossref","unstructured":"Uchiyama K, Nanba H, Aizawa A, Sagara T (2011) Osusume: cross-lingual recommender system for research papers. In: Proceedings of the 2011 workshop on context-awareness in retrieval and recommendation, pp 39\u201342","DOI":"10.1145\/1961634.1961642"},{"key":"1901_CR19","first-page":"97","volume":"4","author":"T Tang","year":"2006","unstructured":"Tang T (2006) Active, context-dependent, data-centered techniques for e-learning: a case study of a research paper recommender system. Data Min E-Learn 4:97\u2013111","journal-title":"Data Min E-Learn"},{"issue":"16","key":"1901_CR20","first-page":"106","volume":"8","author":"K Hong","year":"2013","unstructured":"Hong K, Jeon H, Jeon C (2013) Personalized research paper recommendation system using keyword extraction based on userprofile. J Converg Inf Technol 8(16):106","journal-title":"J Converg Inf Technol"},{"key":"1901_CR21","unstructured":"Ollagnier A, Fournier S, Bellot P (2018) Biblme recsys: harnessing bibliometric measures for a scholarly paper recommender system. In: BIR 2018 Workshop on Bibliometric-enhanced Information Retrieval, pp 34\u201345"},{"key":"1901_CR22","doi-asserted-by":"crossref","unstructured":"Strohman T, Croft WB, Jensen D (2007) Recommending citations for academic papers. In: Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval, pp 705\u2013706","DOI":"10.1145\/1277741.1277868"},{"key":"1901_CR23","doi-asserted-by":"crossref","unstructured":"Liu X, Yu Y, Guo C, Sun Y, Gao L (2014) Full-text based context-rich heterogeneous network mining approach for citation recommendation. In: IEEE\/ACM joint conference on digital libraries, pp 361\u2013370 . IEEE","DOI":"10.1109\/JCDL.2014.6970191"},{"key":"1901_CR24","unstructured":"Manrique R, Marino O (2018) Knowledge graph-based weighting strategies for a scholarly paper recommendation scenario. In: KaRS@ RecSys, pp 5\u20138"},{"issue":"2","key":"1901_CR25","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1007\/s00799-014-0122-2","volume":"16","author":"K Sugiyama","year":"2015","unstructured":"Sugiyama K, Kan M-Y (2015) A comprehensive evaluation of scholarly paper recommendation using potential citation papers. Int J Digit Libr 16(2):91\u2013109","journal-title":"Int J Digit Libr"},{"key":"1901_CR26","doi-asserted-by":"crossref","unstructured":"Zhang Z, Li L (2010) A research paper recommender system based on spreading activation model. In: The 2nd international conference on information science and engineering, pp 928\u2013931 . IEEE","DOI":"10.1109\/ICISE.2010.5689417"},{"key":"1901_CR27","doi-asserted-by":"crossref","unstructured":"Jiang Y, Jia A, Feng Y, Zhao D (2012) Recommending academic papers via users\u2019 reading purposes. In: Proceedings of the sixth ACM conference on recommender systems, pp 241\u2013244","DOI":"10.1145\/2365952.2366004"},{"key":"1901_CR28","doi-asserted-by":"crossref","unstructured":"Hagen M, Beyer A, Gollub T, Komlossy K, Stein B (2016) Supporting scholarly search with keyqueries. In: European conference on information retrieval, pp 507\u2013520. Springer","DOI":"10.1007\/978-3-319-30671-1_37"},{"key":"1901_CR29","doi-asserted-by":"crossref","unstructured":"Ohta M, Hachiki T, Takasu A (2011) Related paper recommendation to support online-browsing of research papers. In: Fourth international conference on the applications of digital information and web technologies (ICADIWT 2011), pp 130\u2013136. IEEE","DOI":"10.1109\/ICADIWT.2011.6041413"},{"key":"1901_CR30","doi-asserted-by":"crossref","unstructured":"Pera MS, Ng Y-K (2011) A personalized recommendation system on scholarly publications. In: Proceedings of the 20th ACM international conference on information and knowledge management, pp 2133\u20132136","DOI":"10.1145\/2063576.2063908"},{"key":"1901_CR31","doi-asserted-by":"crossref","unstructured":"Huang W, Kataria S, Caragea C, Mitra P, Giles CL, Rokach L (2012) Recommending citations: translating papers into references. In: Proceedings of the 21st ACM international conference on information and knowledge management, pp 1910\u20131914","DOI":"10.1145\/2396761.2398542"},{"issue":"3","key":"1901_CR32","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1007\/s10844-013-0298-8","volume":"42","author":"MS Pera","year":"2014","unstructured":"Pera MS, Ng Y-K (2014) Exploiting the wisdom of social connections to make personalized recommendations on scholarly articles. J Intell Inf Syst 42(3):371\u2013391","journal-title":"J Intell Inf Syst"},{"key":"1901_CR33","doi-asserted-by":"crossref","unstructured":"Beel J, Langer S, Gipp B, N\u00fcrnberger A (2014) The architecture and datasets of docear\u2019s research paper recommender system. D-Lib Mag 20(11\/12)","DOI":"10.1045\/november14-beel"},{"key":"1901_CR34","doi-asserted-by":"crossref","unstructured":"Chakraborty T, Modani N, Narayanam R, Nagar S (2015) Discern: a diversified citation recommendation system for scientific queries. In: 2015 IEEE 31st international conference on data engineering, pp 555\u2013566. IEEE","DOI":"10.1109\/ICDE.2015.7113314"},{"key":"1901_CR35","doi-asserted-by":"crossref","unstructured":"Nascimento C, Laender AH, da Silva AS, Gon\u00e7alves MA (2011) A source independent framework for research paper recommendation. In: Proceedings of the 11th annual international ACM\/IEEE joint conference on digital libraries, pp 297\u2013306","DOI":"10.1145\/1998076.1998132"},{"key":"1901_CR36","doi-asserted-by":"crossref","unstructured":"He Q, Kifer D, Pei J, Mitra P, Giles CL (2011) Citation recommendation without author supervision. In: Proceedings of the fourth ACM international conference on web search and data mining, pp 755\u2013764","DOI":"10.1145\/1935826.1935926"},{"key":"1901_CR37","unstructured":"Sesagiri Raamkumar A, Foo S, Pang N (2015) Rec4lrw\u2013scientific paper recommender system for literature review and writing. In: Proceedings of the 6th international conference on applications of digital information and web technologies, pp 106\u2013120"},{"key":"1901_CR38","doi-asserted-by":"crossref","unstructured":"Magara MB, Ojo SO, Zuva T (2018) Towards a serendipitous research paper recommender system using bisociative information networks (bisonets). In: 2018 international conference on advances in big data, computing and data communication systems (icABCD), pp 1\u20136. IEEE","DOI":"10.1109\/ICABCD.2018.8465475"},{"key":"1901_CR39","unstructured":"Rollins J, McCusker M, Carlson J, Stroll J (2017) Manuscript matcher: a content and bibliometrics-based scholarly journal recommendation system. In: BIR@ ECIR, pp 18\u201329"},{"key":"1901_CR40","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.procs.2014.10.015","volume":"38","author":"D De Nart","year":"2014","unstructured":"De Nart D, Tasso C (2014) A personalized concept-driven recommender system for scientific libraries. Procedia Comput Sci 38:84\u201391","journal-title":"Procedia Comput Sci"},{"key":"1901_CR41","unstructured":"Gipp B, Beel J, Hentschel, C (2009) Scienstein: a research paper recommender system. In: Proceedings of the international conference on emerging trends in computing (ICETiC\u201909), pp 309\u2013315"},{"key":"1901_CR42","unstructured":"Alzoghbi A, Ayala VAA, Fischer PM, Lausen G (2016) Learning-to-rank in research paper cbf recommendation: leveraging irrelevant papers. In: CBRecSys@ RecSys, pp 43\u201346"},{"key":"1901_CR43","doi-asserted-by":"crossref","unstructured":"Sugiyama K, Kan M-Y (2010) Scholarly paper recommendation via user\u2019s recent research interests. In: Proceedings of the 10th annual joint conference on digital libraries, pp 29\u201338","DOI":"10.1145\/1816123.1816129"},{"key":"1901_CR44","doi-asserted-by":"crossref","unstructured":"Sugiyama K, Kan M-Y (2011) Serendipitous recommendation for scholarly papers considering relations among researchers. In: Proceedings of the 11th annual international ACM\/IEEE joint conference on digital libraries, pp 307\u2013310","DOI":"10.1145\/1998076.1998133"},{"issue":"2","key":"1901_CR45","first-page":"458","volume":"10","author":"TY Tang","year":"2009","unstructured":"Tang TY, McCalla G (2009) The pedagogical value of papers: a collaborative-filtering based paper recommender. J Dig Inf 10(2):458","journal-title":"J Dig Inf"},{"key":"1901_CR46","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.ins.2014.08.042","volume":"290","author":"J Ha","year":"2015","unstructured":"Ha J, Kim S-W, Faloutsos C, Park S (2015) An analysis on information diffusion through blogcast in a blogosphere. Inf Sci 290:45\u201362","journal-title":"Inf Sci"},{"key":"1901_CR47","unstructured":"Keshavarz S, Honarvar AR (2015) A parallel paper recommender system in big data scholarly. In: International conference on electrical engineering and computer, pp 80\u201385"},{"key":"1901_CR48","doi-asserted-by":"crossref","unstructured":"Pan C, Li W (2010) Research paper recommendation with topic analysis. In: 2010 International conference on computer design and applications, vo. 4, pp 4\u2013264. IEEE","DOI":"10.1109\/ICCDA.2010.5541170"},{"key":"1901_CR49","doi-asserted-by":"crossref","unstructured":"Choochaiwattana W (2010) Usage of tagging for research paper recommendation. In: 2010 3rd international conference on advanced computer theory and engineering (ICACTE), vol 2, pp 2\u2013439. IEEE","DOI":"10.1109\/ICACTE.2010.5579321"},{"key":"1901_CR50","doi-asserted-by":"crossref","unstructured":"Doerfel S, J\u00e4schke R, Hotho A, Stumme G (2012) Leveraging publication metadata and social data into folkrank for scientific publication recommendation. In: Proceedings of the 4th ACM RecSys workshop on recommender systems and the social Web, pp 9\u201316","DOI":"10.1145\/2365934.2365937"},{"issue":"02","key":"1901_CR51","first-page":"27","volume":"8","author":"T Igbe","year":"2016","unstructured":"Igbe T, Ojokoh B et al (2016) Incorporating user\u2019s preferences into scholarly publications recommendation. Intell Inf Manag 8(02):27","journal-title":"Intell Inf Manag"},{"issue":"3","key":"1901_CR52","doi-asserted-by":"crossref","first-page":"364","DOI":"10.1109\/TETC.2014.2356505","volume":"2","author":"F Xia","year":"2014","unstructured":"Xia F, Chen Z, Wang W, Li J, Yang LT (2014) Mvcwalker: random walk-based most valuable collaborators recommendation exploiting academic factors. IEEE Trans Emerg Top Comput 2(3):364\u2013375","journal-title":"IEEE Trans Emerg Top Comput"},{"key":"1901_CR53","doi-asserted-by":"crossref","unstructured":"Agarwal N, Haque E, Liu H, Parsons L (2005) Research paper recommender systems: a subspace clustering approach. In: International conference on web-age information management, pp 475\u2013491. Springer","DOI":"10.1007\/11563952_42"},{"issue":"6","key":"1901_CR54","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1109\/MIC.2007.135","volume":"11","author":"U Farooq","year":"2007","unstructured":"Farooq U, Song Y, Carroll JM, Giles CL (2007) Social bookmarking for scholarly digital libraries. IEEE Int Comput 11(6):29\u201335","journal-title":"IEEE Int Comput"},{"key":"1901_CR55","unstructured":"Loh S, Lorenzi F, Granada R, Lichtnow D, Wives LK, de Oliveira JPM (2009) Identifying similar users by their scientific publications to reduce cold start in recommender systems. In: Proceedings of the fifth international conference on web information systems and technologies (WEBIST 2009), vol 9, pp 593\u2013600"},{"key":"1901_CR56","doi-asserted-by":"crossref","unstructured":"Hassan HAM (2017) Personalized research paper recommendation using deep learning. In: Proceedings of the 25th conference on user modeling, adaptation and personalization, pp 327\u2013330","DOI":"10.1145\/3079628.3079708"},{"key":"1901_CR57","doi-asserted-by":"crossref","unstructured":"Zhou Q, Chen X, Chen C (2014) Authoritative scholarly paper recommendation based on paper communities. In: 2014 IEEE 17th international conference on computational science and engineering, pp 1536\u20131540. IEEE","DOI":"10.1109\/CSE.2014.284"},{"key":"1901_CR58","doi-asserted-by":"crossref","unstructured":"Meng F, Gao, D, Li, W, Sun X, Hou Y (2013) A unified graph model for personalized query-oriented reference paper recommendation. In: Proceedings of the 22nd ACM international conference on information and knowledge management, pp 1509\u20131512","DOI":"10.1145\/2505515.2507831"},{"key":"1901_CR59","doi-asserted-by":"crossref","unstructured":"Al Alshaikh M, Uchyigit G, Evans R (2017) A research paper recommender system using a dynamic normalized tree of concepts model for user modelling. In: 2017 11th international conference on research challenges in information science (RCIS), pp 200\u2013210. IEEE","DOI":"10.1109\/RCIS.2017.7956538"},{"issue":"4","key":"1901_CR60","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/MIC.2009.73","volume":"13","author":"TY Tang","year":"2009","unstructured":"Tang TY, McCalla G (2009) A multidimensional paper recommender: experiments and evaluations. IEEE Int Comput 13(4):34\u201341","journal-title":"IEEE Int Comput"},{"key":"1901_CR61","doi-asserted-by":"crossref","unstructured":"Gori M, Pucci A (2006) Research paper recommender systems: a random-walk based approach. In: 2006 IEEE\/WIC\/ACM international conference on web intelligence (WI 2006 Main Conference Proceedings) (WI\u201906), pp 778\u2013781. IEEE","DOI":"10.1109\/WI.2006.149"},{"key":"1901_CR62","doi-asserted-by":"crossref","unstructured":"Zarrinkalam F, Kahani M (2012) A multi-criteria hybrid citation recommendation system based on linked data. In: 2012 2nd international econference on computer and knowledge engineering (ICCKE), pp 283\u2013288. IEEE","DOI":"10.1109\/ICCKE.2012.6395393"},{"issue":"2","key":"1901_CR63","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1109\/TBDATA.2016.2541167","volume":"2","author":"JD West","year":"2016","unstructured":"West JD, Wesley-Smith I, Bergstrom CT (2016) A recommendation system based on hierarchical clustering of an article-level citation network. IEEE Trans Big Data 2(2):113\u2013123","journal-title":"IEEE Trans Big Data"},{"key":"1901_CR64","doi-asserted-by":"crossref","unstructured":"Pohl S, Radlinski F, Joachims T (2007) Recommending related papers based on digital library access records. In: Proceedings of the 7th ACM\/IEEE-CS joint conference on digital libraries, pp 417\u2013418","DOI":"10.1145\/1255175.1255260"},{"key":"1901_CR65","doi-asserted-by":"crossref","unstructured":"Zhang M, Wang W, Li X (2008) A paper recommender for scientific literatures based on semantic concept similarity. In: International conference on asian digital libraries, pp 359\u2013362. Springer","DOI":"10.1007\/978-3-540-89533-6_44"},{"key":"1901_CR66","doi-asserted-by":"crossref","unstructured":"Jomsri P, Sanguansintukul S, Choochaiwattana W (2010) A framework for tag-based research paper recommender system: an ir approach. In: 2010 IEEE 24th international conference on advanced information networking and applications workshops, pp 103\u2013108. IEEE","DOI":"10.1109\/WAINA.2010.35"},{"key":"1901_CR67","unstructured":"Magalhaes J, Souza C, Costa E, Fechine J (2015) Recommending scientific papers: Investigating the user curriculum. In: The twenty-eighth international flairs conference, pp 489\u2013494"},{"key":"1901_CR68","doi-asserted-by":"crossref","unstructured":"Xue H, Guo J, Lan Y, Cao L (2014) Personalized paper recommendation in online social scholar system. In: 2014 IEEE\/ACM international conference on advances in social networks analysis and mining (ASONAM 2014), pp 612\u2013619. IEEE","DOI":"10.1109\/ASONAM.2014.6921649"},{"key":"1901_CR69","doi-asserted-by":"crossref","unstructured":"Wu C-J, Chung J-M, Lu C-Y, Lee H-M, Ho J-M (2011) Using web-mining for academic measurement and scholar recommendation in expert finding system. In: 2011 IEEE\/WIC\/ACM international conferences on web intelligence and intelligent agent technology, vol 1, pp 288\u2013291. IEEE","DOI":"10.1109\/WI-IAT.2011.137"},{"key":"1901_CR70","doi-asserted-by":"crossref","first-page":"1695","DOI":"10.1109\/ACCESS.2015.2481320","volume":"3","author":"H Liu","year":"2015","unstructured":"Liu H, Kong X, Bai X, Wang W, Bekele TM, Xia F (2015) Context-based collaborative filtering for citation recommendation. IEEE Access 3:1695\u20131703","journal-title":"IEEE Access"},{"key":"1901_CR71","doi-asserted-by":"crossref","unstructured":"Liu X-Y, Chien B-C (2017) Applying citation network analysis on recommendation of research paper collection. In: Proceedings of the 4th multidisciplinary international social networks conference, pp 1\u20136","DOI":"10.1145\/3092090.3092138"},{"key":"1901_CR72","doi-asserted-by":"crossref","unstructured":"Hristakeva M, Kershaw D, Rossetti M, Knoth P, Pettit B, Vargas S, Jack K (2017) Building recommender systems for scholarly information. In: Proceedings of the 1st workshop on scholarly web mining, pp 25\u201332","DOI":"10.1145\/3057148.3057152"},{"key":"1901_CR73","unstructured":"Lee J, Lee K, Kim JG (2013) Personalized academic research paper recommendation system. arXiv preprint arXiv:1304.5457"},{"key":"1901_CR74","doi-asserted-by":"crossref","unstructured":"Feyer S, Siebert S, Gipp B, Aizawa A, Beel J (2017) Integration of the scientific recommender system mr. dlib into the reference manager jabref. In: European conference on information retrieval, pp 770\u2013774. Springer","DOI":"10.1007\/978-3-319-56608-5_80"},{"key":"1901_CR75","unstructured":"Collins A, Beel J (2019) Meta-learned per-instance algorithm selection in scholarly recommender systems. arXiv preprint arXiv:1912.08694"},{"key":"1901_CR76","doi-asserted-by":"crossref","unstructured":"Watanabe S, Ito T, Ozono T, Shintani T (2005) A paper recommendation mechanism for the research support system papits. In: International workshop on data engineering issues in E-commerce, pp 71\u201380. IEEE","DOI":"10.1109\/DEEC.2005.3"},{"key":"1901_CR77","doi-asserted-by":"crossref","unstructured":"Cosley D, Lawrence S, Pennock DM (2002) Referee: an open framework for practical testing of recommender systems using researchindex. In: VLDB\u201902: Proceedings of the 28th international conference on very large databases, pp 35\u201346. Elsevier","DOI":"10.1016\/B978-155860869-6\/50012-3"},{"key":"1901_CR78","doi-asserted-by":"crossref","unstructured":"Zhao W, Wu R, Dai W, Dai Y (2015) Research paper recommendation based on the knowledge gap. In: 2015 IEEE international conference on data mining workshop (ICDMW), pp 373\u2013380. IEEE","DOI":"10.1109\/ICDMW.2015.40"},{"key":"1901_CR79","unstructured":"Matsatsinis NF, Lakiotaki K, Delias P (2007) A system based on multiple criteria analysis for scientific paper recommendation. In: Proceedings of the 11th panhellenic conference on informatics, pp 135\u2013149. Citeseer"},{"issue":"1","key":"1901_CR80","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/meet.14504701330","volume":"47","author":"A Vellino","year":"2010","unstructured":"Vellino A (2010) A comparison between usage-based and citation-based methods for recommending scholarly research articles. Proc Am Soc Inf Sci Technol 47(1):1\u20132","journal-title":"Proc Am Soc Inf Sci Technol"},{"key":"1901_CR81","doi-asserted-by":"crossref","unstructured":"Huang Z, Chung W, Ong T-H, Chen H (2002) A graph-based recommender system for digital library. In: Proceedings of the 2nd ACM\/IEEE-CS joint conference on digital libraries, pp 65\u201373","DOI":"10.1145\/544220.544231"},{"key":"1901_CR82","doi-asserted-by":"crossref","unstructured":"De Nart D, Ferrara F, Tasso C (2013) Personalized access to scientific publications: from recommendation to explanation. In: International conference on user modeling, adaptation, and personalization, pp 296\u2013301. Springer","DOI":"10.1007\/978-3-642-38844-6_26"},{"key":"1901_CR83","doi-asserted-by":"crossref","unstructured":"Middleton SE, De Roure DC, Shadbolt NR (2001) Capturing knowledge of user preferences: ontologies in recommender systems. In: Proceedings of the 1st international conference on knowledge capture, pp 100\u2013107","DOI":"10.1145\/500737.500755"},{"key":"1901_CR84","doi-asserted-by":"crossref","unstructured":"Yukawa T, Kasahara K, Kato T, Kita T (2001) An expert recommendation system using concept-based relevance discernment. In: Proceedings 13th IEEE international conference on tools with artificial intelligence. ICTAI 2001, pp 257\u2013264. IEEE","DOI":"10.1109\/ICTAI.2001.974472"},{"issue":"11","key":"1901_CR85","first-page":"1529","volume":"17","author":"MT Afzal","year":"2011","unstructured":"Afzal MT, Maurer HA (2011) Expertise recommender system for scientific community. J Univers Comput Sci 17(11):1529\u20131549","journal-title":"J Univers Comput Sci"},{"key":"1901_CR86","doi-asserted-by":"crossref","unstructured":"Gollapalli SD, Mitra P, Giles CL (2012) Similar researcher search in academic environments. In: Proceedings of the 12th ACM\/IEEE-CS joint conference on digital libraries, pp 167\u2013170","DOI":"10.1145\/2232817.2232849"},{"key":"1901_CR87","unstructured":"Yang C, Ma J, Liu X, Sun J, Silva T, Hua Z (2014) A weighted topic model enhanced approach for complementary collaborator recommendation. In: 18th Pacific Asia conference on information systems, PACIS 2014. Pacific Asia Conference on Information Systems"},{"key":"1901_CR88","doi-asserted-by":"crossref","unstructured":"Kong X, Mao M, Liu J, Xu B, Huang R, Jin Q (2018) Tnerec: topic-aware network embedding for scientific collaborator recommendation. In: 2018 IEEE smartworld, ubiquitous intelligence and computing, advanced and trusted computing, scalable computing and communications, cloud and big data computing, internet of people and smart city innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI), pp 1007\u20131014. IEEE","DOI":"10.1109\/SmartWorld.2018.00177"},{"key":"1901_CR89","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/j.procs.2019.11.276","volume":"162","author":"JD Guerrero-Sosas","year":"2019","unstructured":"Guerrero-Sosas JD, Chicharro FPR, Serrano-Guerrero J, Menendez-Dominguez V, Castellanos-Bola\u00f1os ME (2019) A proposal for a recommender system of scientific relevance. Procedia Comput Sci 162:199\u2013206","journal-title":"Procedia Comput Sci"},{"issue":"3","key":"1901_CR90","doi-asserted-by":"crossref","first-page":"5173","DOI":"10.1016\/j.eswa.2008.06.038","volume":"36","author":"C Porcel","year":"2009","unstructured":"Porcel C, L\u00f3pez-Herrera AG, Herrera-Viedma E (2009) A recommender system for research resources based on fuzzy linguistic modeling. Expert Syst Appl 36(3):5173\u20135183","journal-title":"Expert Syst Appl"},{"key":"1901_CR91","unstructured":"Silva ATP (2014) A research analytics framework for expert recommendation in research social networks. Ph.D. thesis, City University of Hong Kong"},{"key":"1901_CR92","doi-asserted-by":"crossref","first-page":"136036","DOI":"10.1109\/ACCESS.2019.2941022","volume":"7","author":"N Sun","year":"2019","unstructured":"Sun N, Lu Y, Cao Y (2019) Career age-aware scientific collaborator recommendation in scholarly big data. IEEE Access 7:136036\u2013136045","journal-title":"IEEE Access"},{"key":"1901_CR93","doi-asserted-by":"crossref","unstructured":"Xu W, Lu Y, Zhao J, Qian M (2016) Complementarity: a novel collaborator recommendation method for smes. In: 2016 IEEE first international conference on data science in cyberspace (DSC), pp 520\u2013525. IEEE","DOI":"10.1109\/DSC.2016.109"},{"key":"1901_CR94","doi-asserted-by":"crossref","unstructured":"Vazhkudai SS, Harney J, Gunasekaran R, Stansberry D, Lim S-H, Barron T, Nash A, Ramanathan A (2016) Constellation: a science graph network for scalable data and knowledge discovery in extreme-scale scientific collaborations. In: 2016 IEEE international conference on big data (Big Data), pp 3052\u20133061. IEEE","DOI":"10.1109\/BigData.2016.7840959"},{"key":"1901_CR95","doi-asserted-by":"crossref","unstructured":"Chen H-H, Treeratpituk P, Mitra P, Giles CL (2013) Csseer: an expert recommendation system based on citeseerx. In: Proceedings of the 13th ACM\/IEEE-CS joint conference on digital libraries, pp 381\u2013382","DOI":"10.1145\/2467696.2467750"},{"key":"1901_CR96","doi-asserted-by":"crossref","unstructured":"Chicaiza J, Piedra N, Lopez-Vargas J, Tovar-Caro E (2018) Discovery of potential collaboration networks from open knowledge sources. In: 2018 IEEE global engineering education conference (EDUCON), pp 1320\u20131325. IEEE","DOI":"10.1109\/EDUCON.2018.8363382"},{"key":"1901_CR97","unstructured":"Petry H, Tedesco P, Vieira V, Salgado AC (2008) Icare. A context-sensitive expert recommendation system. In: ECAI\u201908, pp 53\u201358"},{"key":"1901_CR98","first-page":"104","volume":"2016","author":"D Hristovski","year":"2016","unstructured":"Hristovski D, Kastrin A, Rindflesch TC (2016) Implementing semantics-based cross-domain collaboration recommendation in biomedicine with a graph database. DBKDA 2016:104","journal-title":"DBKDA"},{"issue":"4","key":"1901_CR99","doi-asserted-by":"crossref","first-page":"785","DOI":"10.1587\/transinf.2016DAP0030","volume":"100","author":"M Araki","year":"2017","unstructured":"Araki M, Katsurai M, Ohmukai I, Takeda H (2017) Interdisciplinary collaborator recommendation based on research content similarity. IEICE Trans Inf Syst 100(4):785\u2013792","journal-title":"IEICE Trans Inf Syst"},{"key":"1901_CR100","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.jnca.2019.01.029","volume":"132","author":"X Kong","year":"2019","unstructured":"Kong X, Shi Y, Yu S, Liu J, Xia F (2019) Academic social networks: modeling, analysis, mining and applications. J Netw Comput Appl 132:86\u2013103","journal-title":"J Netw Comput Appl"},{"key":"1901_CR101","doi-asserted-by":"crossref","unstructured":"dos Santos CK, Evsukoff AG, de Lima BS, Ebecken NFF (2009) Potential collaboration discovery using document clustering and community structure detection. In: Proceedings of the 1st ACM international workshop on complex networks meet information and knowledge management, pp 39\u201346","DOI":"10.1145\/1651274.1651283"},{"key":"1901_CR102","doi-asserted-by":"crossref","unstructured":"Zhou J, Rafi MA (2019) Recommendation of research collaborator based on semantic link network. In: 2019 15th international conference on semantics, knowledge and grids (SKG), pp 16\u201320. IEEE","DOI":"10.1109\/SKG49510.2019.00011"},{"key":"1901_CR103","doi-asserted-by":"crossref","unstructured":"Cohen S, Ebel L (2013) Recommending collaborators using keywords. In: Proceedings of the 22nd international conference on World Wide Web, pp 959\u2013962","DOI":"10.1145\/2487788.2488091"},{"key":"1901_CR104","doi-asserted-by":"crossref","unstructured":"Hristovski D, Kastrin A, Rindflesch TC (2015) Semantics-based cross-domain collaboration recommendation in the life sciences: preliminary results. In: Proceedings of the 2015 IEEE\/ACM international conference on advances in social networks analysis and mining 2015, pp 805\u2013806","DOI":"10.1145\/2808797.2809300"},{"key":"1901_CR105","doi-asserted-by":"crossref","unstructured":"Li S, Abel M-H, Negre E (2019) Using user contextual profile for recommendation in collaborations. In: The international research and innovation forum, pp 199\u2013209. Springer","DOI":"10.1007\/978-3-030-30809-4_19"},{"key":"1901_CR106","doi-asserted-by":"crossref","unstructured":"Alinani K, Wang G, Alinani A, Narejo DH (2017) Who should be my co-author? recommender system to suggest a list of collaborators. In: 2017 IEEE international symposium on parallel and distributed processing with applications and 2017 IEEE international conference on ubiquitous computing and communications (ISPA\/IUCC), pp 1427\u20131433. IEEE","DOI":"10.1109\/ISPA\/IUCC.2017.00217"},{"key":"1901_CR107","doi-asserted-by":"crossref","first-page":"20298","DOI":"10.1109\/ACCESS.2018.2823720","volume":"6","author":"K Alinani","year":"2018","unstructured":"Alinani K, Alinani A, Narejo DH, Wang G (2018) Aggregating author profiles from multiple publisher networks to build a list of potential collaborators. IEEE Access 6:20298\u201320308","journal-title":"IEEE Access"},{"key":"1901_CR108","doi-asserted-by":"crossref","unstructured":"Benchettara N, Kanawati R, Rouveirol C (2010) A supervised machine learning link prediction approach for academic collaboration recommendation. In: Proceedings of the fourth ACM conference on recommender systems, pp 253\u2013256","DOI":"10.1145\/1864708.1864760"},{"key":"1901_CR109","doi-asserted-by":"crossref","unstructured":"Li J, Xia F, Wang W, Chen Z, Asabere NY, Jiang H (2014) Acrec: a co-authorship based random walk model for academic collaboration recommendation. In: Proceedings of the 23rd international conference on World Wide Web, pp 1209\u20131214","DOI":"10.1145\/2567948.2579034"},{"key":"1901_CR110","unstructured":"Koh YS, Dobbie G (2012) Indirect weighted association rules mining for academic network collaboration recommendations. In: Proceedings of the tenth Australasian data mining conference, vol 134, pp 167\u2013173"},{"issue":"1","key":"1901_CR111","first-page":"1","volume":"48","author":"DH Lee","year":"2011","unstructured":"Lee DH, Brusilovsky P, Schleyer T (2011) Recommending collaborators using social features and mesh terms. Proc Am Soc Inf Sci Technol 48(1):1\u201310","journal-title":"Proc Am Soc Inf Sci Technol"},{"key":"1901_CR112","doi-asserted-by":"crossref","unstructured":"Yang C, Liu T, Liu L, Chen X (2018) A nearest neighbor based personal rank algorithm for collaborator recommendation. In: 2018 15th international conference on service systems and service management (ICSSSM), pp 1\u20135. IEEE","DOI":"10.1109\/ICSSSM.2018.8465112"},{"issue":"3","key":"1901_CR113","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1007\/s10115-007-0094-2","volume":"14","author":"H Tong","year":"2008","unstructured":"Tong H, Faloutsos C, Pan J-Y (2008) Random walk with restart: fast solutions and applications. Knowl Inf Syst 14(3):327\u2013346","journal-title":"Knowl Inf Syst"},{"issue":"2","key":"1901_CR114","doi-asserted-by":"crossref","first-page":"0148492","DOI":"10.1371\/journal.pone.0148492","volume":"11","author":"X Kong","year":"2016","unstructured":"Kong X, Jiang H, Yang Z, Xu Z, Xia F, Tolba A (2016) Exploiting publication contents and collaboration networks for collaborator recommendation. PLoS ONE 11(2):0148492","journal-title":"PLoS ONE"},{"key":"1901_CR115","doi-asserted-by":"crossref","unstructured":"Kong X, Jiang H, Bekele TM, Wang W, Xu Z (2017) Random walk-based beneficial collaborators recommendation exploiting dynamic research interests and academic influence. In: Proceedings of the 26th international conference on World Wide Web companion, pp 1371\u20131377","DOI":"10.1145\/3041021.3051154"},{"key":"1901_CR116","doi-asserted-by":"crossref","first-page":"178","DOI":"10.7717\/peerj-cs.178","volume":"5","author":"Z Xu","year":"2019","unstructured":"Xu Z, Yuan Y, Wei H, Wan L (2019) A serendipity-biased deepwalk for collaborators recommendation. PeerJ Comput Sci 5:178","journal-title":"PeerJ Comput Sci"},{"key":"1901_CR117","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.dss.2017.09.001","volume":"103","author":"Q Wang","year":"2017","unstructured":"Wang Q, Ma J, Liao X, Du W (2017) A context-aware researcher recommendation system for university-industry collaboration on r &d projects. Decis Support Syst 103:46\u201357","journal-title":"Decis Support Syst"},{"key":"1901_CR118","doi-asserted-by":"crossref","unstructured":"Davoodi E, Afsharchi M, Kianmehr K (2012) A social network-based approach to expert recommendation system. In: International conference on hybrid artificial intelligence systems, pp 91\u2013102. Springer","DOI":"10.1007\/978-3-642-28942-2_9"},{"key":"1901_CR119","unstructured":"Brandao MA, Moro MM (2012) Affiliation influence on recommendation in academic social networks. In: AMW, pp 230\u2013234"},{"key":"1901_CR120","doi-asserted-by":"crossref","unstructured":"Lopes GR, Moro MM, Wives LK, De Oliveira JPM (2010) Collaboration recommendation on academic social networks. In: International conference on conceptual modeling, pp 190\u2013199. Springer","DOI":"10.1007\/978-3-642-16385-2_24"},{"key":"1901_CR121","unstructured":"Payton DW (2004) Collaborator discovery method and system. Google Patents. US Patent 6,681,247"},{"key":"1901_CR122","doi-asserted-by":"crossref","unstructured":"Huynh T, Takasu A, Masada T, Hoang K (2014) Collaborator recommendation for isolated researchers. In: 2014 28th international conference on advanced information networking and applications workshops, pp 639\u2013644. IEEE","DOI":"10.1109\/WAINA.2014.105"},{"issue":"4","key":"1901_CR123","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1007\/s10791-017-9300-3","volume":"20","author":"X Zhou","year":"2017","unstructured":"Zhou X, Ding L, Li Z, Wan R (2017) Collaborator recommendation in heterogeneous bibliographic networks using random walks. Inf Retr J 20(4):317\u2013337","journal-title":"Inf Retr J"},{"key":"1901_CR124","doi-asserted-by":"crossref","unstructured":"Chen H-H, Gou L, Zhang X, Giles CL (2011) Collabseer: a search engine for collaboration discovery. In: Proceedings of the 11th annual international ACM\/IEEE joint conference on digital libraries, pp 231\u2013240","DOI":"10.1145\/1998076.1998121"},{"issue":"3","key":"1901_CR125","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1080\/12460125.2014.886495","volume":"23","author":"N Ben Yahia","year":"2014","unstructured":"Ben Yahia N, Bellamine Ben Saoud N, Ben Ghezala H (2014) Community-based collaboration recommendation to support mixed decision-making support. J Decis Syst 23(3):350\u2013371","journal-title":"J Decis Syst"},{"key":"1901_CR126","doi-asserted-by":"crossref","unstructured":"Chen J, Tang Y, Li J, Mao C, Xiao J (2013) Community-based scholar recommendation modeling in academic social network sites. In: International conference on web information systems engineering, pp 325\u2013334. Springer","DOI":"10.1007\/978-3-642-54370-8_28"},{"issue":"1","key":"1901_CR127","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1080\/09523980802588626","volume":"46","author":"CN Gunawardena","year":"2009","unstructured":"Gunawardena CN, Hermans MB, Sanchez D, Richmond C, Bohley M, Tuttle R (2009) A theoretical framework for building online communities of practice with social networking tools. Educ Media Int 46(1):3\u201316","journal-title":"Educ Media Int"},{"key":"1901_CR128","doi-asserted-by":"crossref","unstructured":"Zhang Y, Zhang C, Liu X (2017) Dynamic scholarly collaborator recommendation via competitive multi-agent reinforcement learning. In: Proceedings of the eleventh ACM conference on recommender systems, pp 331\u2013335","DOI":"10.1145\/3109859.3109914"},{"issue":"1","key":"1901_CR129","first-page":"52","volume":"5","author":"MA Brand\u00e3o","year":"2014","unstructured":"Brand\u00e3o MA, Moro MM, Almeida JM (2014) Experimental evaluation of academic collaboration recommendation using factorial design. J Inf Data Manag 5(1):52\u201352","journal-title":"J Inf Data Manag"},{"key":"1901_CR130","doi-asserted-by":"crossref","unstructured":"Fazel-Zarandi M, Devlin HJ, Huang Y, Contractor N (2011) Expert recommendation based on social drivers, social network analysis, and semantic data representation. In: Proceedings of the 2nd international workshop on information heterogeneity and fusion in recommender systems, pp 41\u201348","DOI":"10.1145\/2039320.2039326"},{"issue":"2","key":"1901_CR131","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3086695","volume":"36","author":"J Zhang","year":"2017","unstructured":"Zhang J, Tang J, Ma C, Tong H, Jing Y, Li J, Luyten W, Moens M-F (2017) Fast and flexible top-k similarity search on large networks. ACM Trans Inf Syst 36(2):1\u201330","journal-title":"ACM Trans Inf Syst"},{"key":"1901_CR132","unstructured":"Sun J, Ma J, Cheng X, Liu Z, Cao X (2013) Finding an expert: a model recommendation system. In: Thirty fourth international conference on information systems, pp 1\u201310"},{"key":"1901_CR133","unstructured":"Bukowski M, Valdez AC, Ziefle M, Schmitz-Rode T, Farkas R (2017) Hybrid collaboration recommendation from bibliometric data. In: Proceedings of 2nd international workshop on health recommender systems co-located with the 11th ACM conference recommender systems, pp 36\u201338"},{"key":"1901_CR134","doi-asserted-by":"crossref","unstructured":"Rebhi W, Yahia NB, Saoud NBB (2016) Hybrid community detection approach in multilayer social network: scientific collaboration recommendation case study. In: 2016 IEEE\/ACS 13th international conference of computer systems and applications (AICCSA), pp 1\u20138 D. IEEE","DOI":"10.1109\/AICCSA.2016.7945701"},{"key":"1901_CR135","doi-asserted-by":"crossref","unstructured":"Huynh T, Hoang K (2012) Modeling collaborative knowledge of publishing activities for research recommendation. In: International conference on computational collective intelligence, pp 41\u201350. Springer","DOI":"10.1007\/978-3-642-34630-9_5"},{"key":"1901_CR136","doi-asserted-by":"crossref","unstructured":"Wu S, Sun J, Tang J (2013) Patent partner recommendation in enterprise social networks. In: Proceedings of the sixth ACM international conference on web search and data mining, pp 43\u201352","DOI":"10.1145\/2433396.2433404"},{"key":"1901_CR137","doi-asserted-by":"crossref","unstructured":"Liang W, Zhou X, Huang S, Hu C, Jin Q (2017) Recommendation for cross-disciplinary collaboration based on potential research field discovery. In: 2017 fifth international conference on advanced cloud and big data (CBD), pp 349\u2013354. IEEE","DOI":"10.1109\/CBD.2017.67"},{"issue":"3","key":"1901_CR138","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1007\/s10606-019-09349-w","volume":"28","author":"E Olshannikova","year":"2019","unstructured":"Olshannikova E, Olsson T, Huhtam\u00e4ki J, Yao P (2019) Scholars\u2019 perceptions of relevance in bibliography-based people recommender system. Comput Supp Coop Work 28(3):357\u2013389","journal-title":"Comput Supp Coop Work"},{"key":"1901_CR139","doi-asserted-by":"crossref","unstructured":"Yang C, Sun J, Ma J, Zhang S, Wang G, Hua Z (2015) Scientific collaborator recommendation in heterogeneous bibliographic networks. In: 2015 48th Hawaii international conference on system sciences, pp 552\u2013561. IEEE","DOI":"10.1109\/HICSS.2015.73"},{"key":"1901_CR140","doi-asserted-by":"crossref","unstructured":"Du G, Liu Y, Yu J (2018) Scientific users\u2019 interest detection and collaborators recommendation. In: 2018 IEEE fourth international conference on big data computing service and applications (BigDataService), pp 72\u201379. IEEE","DOI":"10.1109\/BigDataService.2018.00019"},{"key":"1901_CR141","doi-asserted-by":"crossref","unstructured":"Guerra J, Quan W, Li K, Ahumada L, Winston F, Desai B (2018) Scosy: a biomedical collaboration recommendation system. In: 2018 40th annual international conference of the IEEE engineering in medicine and biology society (EMBC), pp 3987\u20133990. IEEE","DOI":"10.1109\/EMBC.2018.8513268"},{"issue":"2","key":"1901_CR142","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1109\/TCSS.2019.2898198","volume":"6","author":"W Wang","year":"2019","unstructured":"Wang W, Liu J, Yang Z, Kong X, Xia F (2019) Sustainable collaborator recommendation based on conference closure. IEEE Trans Comput Soc Syst 6(2):311\u2013322","journal-title":"IEEE Trans Comput Soc Syst"},{"key":"1901_CR143","doi-asserted-by":"crossref","unstructured":"Datta A, Tan Teck Yong J, Ventresque A (2011) T-recs: team recommendation system through expertise and cohesiveness. In: Proceedings of the 20th international conference companion on World Wide Web, pp 201\u2013204","DOI":"10.1145\/1963192.1963289"},{"key":"1901_CR144","doi-asserted-by":"crossref","unstructured":"Huynh T, Hoang K, Lam D (2013) Trend based vertex similarity for academic collaboration recommendation. In: International conference on computational collective intelligence, pp 11\u201320. Springer","DOI":"10.1007\/978-3-642-40495-5_2"},{"issue":"6","key":"1901_CR145","doi-asserted-by":"crossref","first-page":"220","DOI":"10.3390\/info10060220","volume":"10","author":"H Al-Ballaa","year":"2019","unstructured":"Al-Ballaa H, Al-Dossari H, Chikh A (2019) Using an exponential random graph model to recommend academic collaborators. Information 10(6):220","journal-title":"Information"},{"key":"1901_CR146","doi-asserted-by":"crossref","unstructured":"Medvet E, Bartoli A, Piccinin G (2014) Publication venue recommendation based on paper abstract. In: 2014 IEEE 26th international conference on tools with artificial intelligence, pp 1004\u20131010. IEEE","DOI":"10.1109\/ICTAI.2014.152"},{"issue":"3","key":"1901_CR147","doi-asserted-by":"publisher","first-page":"30","DOI":"10.4018\/IJDSST.2019070103","volume":"11","author":"N Asabere","year":"2019","unstructured":"Asabere N, Acakpovi A (2019) Rovets: search based socially-aware recommendation of smart conference sessions. Int J Decis Supp Syst Technol 11(3):30\u201346. https:\/\/doi.org\/10.4018\/IJDSST.2019070103","journal-title":"Int J Decis Supp Syst Technol"},{"issue":"1","key":"1901_CR148","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1109\/TETC.2018.2854718","volume":"9","author":"NY Asabere","year":"2021","unstructured":"Asabere NY, Xu B, Acakpovi A, Deonauth N (2021) Sarve-2: exploiting social venue recommendation in the context of smart conferences. IEEE Trans Emerg Top Comput 9(1):342\u2013353. https:\/\/doi.org\/10.1109\/TETC.2018.2854718","journal-title":"IEEE Trans Emerg Top Comput"},{"issue":"1","key":"1901_CR149","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13173-017-0053-z","volume":"23","author":"GM Garc\u00eda","year":"2017","unstructured":"Garc\u00eda GM, Nunes BP, Lopes GR, Casanova MA, Paes Leme LAP (2017) Techniques for comparing and recommending conferences. J Braz Comput Soc 23(1):1\u201314","journal-title":"J Braz Comput Soc"},{"key":"1901_CR150","doi-asserted-by":"crossref","unstructured":"Luong H, Huynh T, Gauch S, Do L, Hoang K (2012) Publication venue recommendation using author network\u2019s publication history. In: Intelligent information and database systems, pp 426\u2013435","DOI":"10.1007\/978-3-642-28493-9_45"},{"key":"1901_CR151","doi-asserted-by":"crossref","unstructured":"Zawali A, Boukhris I (2018) A group recommender system for academic venue personalization. In: International conference on intelligent systems design and applications, pp 597\u2013606. Springer","DOI":"10.1007\/978-3-030-16660-1_58"},{"key":"1901_CR152","doi-asserted-by":"crossref","unstructured":"Beierle F, Tan J, Grunert K (2016) Analyzing social relations for recommending academic conferences. In: Proceedings of the 8th ACM international workshop on hot topics in planet-scale mObile computing and online social neTworking, pp 37\u201342","DOI":"10.1145\/2944789.2944871"},{"key":"1901_CR153","doi-asserted-by":"crossref","first-page":"38813","DOI":"10.1109\/ACCESS.2019.2906106","volume":"7","author":"AM Alshareef","year":"2019","unstructured":"Alshareef AM, Alhamid MF, Saddik AE (2019) Academic venue recommendations based on similarity learning of an extended nearby citation network. IEEE Access 7:38813\u201338825","journal-title":"IEEE Access"},{"key":"1901_CR154","doi-asserted-by":"crossref","unstructured":"Hiep L, Huynj T, Guach S, Hoang K (2012) Exploiting social networks for publication venue recommendations. In: International conference on knowledge discovery and information retrieval, pp 239\u2013245. SciTePress, Spain","DOI":"10.5220\/0004140102390245"},{"key":"1901_CR155","doi-asserted-by":"publisher","unstructured":"K\u00fc\u00e7\u00fcktun\u00e7 O, Saule E, Kaya K, \u00c7ataly\u00fcrek UV (2013) Theadvisor: A webservice for academic recommendation. In: Proceedings of the 13th ACM\/IEEE-CS joint conference on digital libraries. JCDL \u201913, pp 433\u2013434. Association for Computing Machinery, New York, NY, USA. https:\/\/doi.org\/10.1145\/2467696.2467752","DOI":"10.1145\/2467696.2467752"},{"key":"1901_CR156","doi-asserted-by":"publisher","unstructured":"Chen Z, Xia F, Jiang H, Liu H, Zhang J (2015) Aver: Random walk based academic venue recommendation. In: Proceedings of the 24th international conference on World Wide Web. WWW \u201915 companion, pp 579\u2013584. Association for Computing Machinery, New York, NY, USA. https:\/\/doi.org\/10.1145\/2740908.2741738","DOI":"10.1145\/2740908.2741738"},{"issue":"2","key":"1901_CR157","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1016\/j.joi.2017.03.006","volume":"11","author":"H Alhoori","year":"2017","unstructured":"Alhoori H, Furuta R (2017) Recommendation of scholarly venues based on dynamic user interests. J Informet 11(2):553\u2013563. https:\/\/doi.org\/10.1016\/j.joi.2017.03.006","journal-title":"J Informet"},{"key":"1901_CR158","doi-asserted-by":"crossref","unstructured":"Mhirsi N, Boukhris I (2018) Exploring location and ranking for academic venue recommendation. In: International conference on intelligent systems design and applications, pp 83\u201391","DOI":"10.1007\/978-3-319-76348-4_9"},{"key":"1901_CR159","unstructured":"Pham MC, Cao Y, Klamma R (2010) Clustering technique for collaborative filtering and the application to venue recommendation"},{"key":"1901_CR160","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1016\/j.jnca.2017.12.004","volume":"104","author":"S Yu","year":"2018","unstructured":"Yu S, Liu J, Yang Z, Chen Z, Jiang H, Tolba A, Xia F (2018) Pave: personalized academic venue recommendation exploiting co-publication networks. J Netw Comput Appl 104:38\u201347","journal-title":"J Netw Comput Appl"},{"issue":"5","key":"1901_CR161","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1109\/THMS.2014.2325837","volume":"44","author":"NY Asabere","year":"2014","unstructured":"Asabere NY, Xia F, Wang W, Rodrigues JJPC, Basso F, Ma J (2014) Improving smart conference participation through socially aware recommendation. IEEE Trans Hum-Mach Syst 44(5):689\u2013700. https:\/\/doi.org\/10.1109\/THMS.2014.2325837","journal-title":"IEEE Trans Hum-Mach Syst"},{"issue":"4","key":"1901_CR162","first-page":"583","volume":"17","author":"MC Pham","year":"2011","unstructured":"Pham MC, Cao Y, Klamma R, Jarke M (2011) A clustering approach for collaborative filtering recommendation using social network analysis. J Univ Comput Sci 17(4):583\u2013604","journal-title":"J Univ Comput Sci"},{"key":"1901_CR163","doi-asserted-by":"crossref","first-page":"105092","DOI":"10.1016\/j.knosys.2019.105092","volume":"189","author":"T Pradhan","year":"2020","unstructured":"Pradhan T, Pal S (2020) Cnaver: a content and network-based academic venue recommender system. Knowl-Based Syst 189:105092","journal-title":"Knowl-Based Syst"},{"key":"1901_CR164","doi-asserted-by":"crossref","unstructured":"Boukhris I, Ayachi R (2014) A novel personalized academic venue hybrid recommender. In: 2014 IEEE 15th international symposium on computational intelligence and informatics (CINTI), pp 465\u2013470. IEEE","DOI":"10.1109\/CINTI.2014.7028720"},{"key":"1901_CR165","doi-asserted-by":"crossref","unstructured":"Yang Z, Davison BD (2012) Venue recommendation: submitting your paper with style. In: 2012 11th international conference on machine learning and applications, pp 681\u2013686. IEEE","DOI":"10.1109\/ICMLA.2012.127"},{"key":"1901_CR166","doi-asserted-by":"crossref","unstructured":"Iana A, Jung S, Naeser P, Birukou A, Hertling S, Paulheim H (2019) Building a conference recommender system based on scigraph and wikicfp. In: Semantic Systems. The power of AI and knowledge graphs, vol 11702, pp 117\u2013123. Springer","DOI":"10.1007\/978-3-030-33220-4_9"},{"key":"1901_CR167","doi-asserted-by":"crossref","unstructured":"Hoang DT, Hwang D, Tran VC, Nguyen VD, Nguyen NT (2016) Academic event recommendation based on research similarity and exploring interaction between authors. In: 2016 IEEE international conference on systems, man, and cybernetics (SMC), pp 004411\u2013004416. IEEE","DOI":"10.1109\/SMC.2016.7844925"},{"issue":"3","key":"1901_CR168","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1080\/01969722.2016.1276775","volume":"48","author":"DT Hoang","year":"2017","unstructured":"Hoang DT, Tran VC, Nguyen VD, Nguyen NT, Hwang D (2017) Improving academic event recommendation using research similarity and interaction strength between authors. Cybern Syst 48(3):210\u2013230","journal-title":"Cybern Syst"},{"issue":"2","key":"1901_CR169","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1093\/nar\/gkm221","volume":"35","author":"M Errami","year":"2007","unstructured":"Errami M, Wren JD, Hicks JM, Garner HR (2007) etblast: a web server to identify expert reviewers, appropriate journals and similar publications. Nucleic Acids Res 35(2):12\u201315","journal-title":"Nucleic Acids Res"},{"issue":"5","key":"1901_CR170","doi-asserted-by":"crossref","first-page":"727","DOI":"10.1093\/bioinformatics\/btn006","volume":"24","author":"MJ Schuemie","year":"2008","unstructured":"Schuemie MJ, Kors JA (2008) Jane: suggesting journals, finding experts. Bioinformatics 24(5):727\u2013728","journal-title":"Bioinformatics"},{"key":"1901_CR171","unstructured":"SJFinder: SJFinder Recommend Journals. http:\/\/www.sjfinder.com\/journals\/recommend"},{"key":"1901_CR172","doi-asserted-by":"crossref","unstructured":"Kang N, Doornenbal MA, Schijvenaars RJ (2015) Elsevier journal finder: recommending journals for your paper. In: Proceedings of the 9th ACM conference on recommender systems, pp 261\u2013264","DOI":"10.1145\/2792838.2799663"},{"key":"1901_CR173","unstructured":"IEEE: IEEE Publication Recommender. https:\/\/publication-recommender.ieee.org\/home"},{"key":"1901_CR174","unstructured":"Springer: Springer Nature Journal Suggester. https:\/\/journalsuggester.springer.com"},{"key":"1901_CR175","unstructured":"Wiley: Wiley Journal Finder. https:\/\/journalfinder.wiley.com\/"},{"key":"1901_CR176","unstructured":"edanz innovative\u00a0scientific solutions: Edanz Journal Selector. https:\/\/en-author-services.edanzgroup.com\/journal-selector"},{"key":"1901_CR177","unstructured":"Guide J Journal Guide. https:\/\/www.journalguide.com\/bollacker1998citeseer"},{"key":"1901_CR178","doi-asserted-by":"crossref","unstructured":"Hettich S, Pazzani MJ (2006) Mining for proposal reviewers: lessons learned at the national science foundation. In: Proceedings of the 12th ACM SIGKDD international conference on knowledge discovery and data mining, pp 862\u2013871","DOI":"10.1145\/1150402.1150521"},{"key":"1901_CR179","doi-asserted-by":"crossref","unstructured":"Yang K-H, Kuo T-L, Lee H-M, Ho J-M (2009) A reviewer recommendation system based on collaborative intelligence. In: 2009 IEEE\/WIC\/ACM international joint conference on web intelligence and intelligent agent technology, vol 1, pp 564\u2013567. IEEE","DOI":"10.1109\/WI-IAT.2009.94"},{"key":"1901_CR180","doi-asserted-by":"crossref","unstructured":"Ferilli S, Di Mauro N, Basile TMA, Esposito F, Biba M (2006) Automatic topics identification for reviewer assignment. In: International conference on industrial, engineering and other applications of applied intelligent systems, pp 721\u2013730. Springer","DOI":"10.1007\/11779568_78"},{"key":"1901_CR181","doi-asserted-by":"crossref","unstructured":"Serdyukov P, Rode H, Hiemstra D (2008) Modeling expert finding as an absorbing random walk. In: Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval, pp 797\u2013798","DOI":"10.1145\/1390334.1390509"},{"key":"1901_CR182","doi-asserted-by":"crossref","unstructured":"Yunhong X, Xianli Z (2016) A lda model based text-mining method to recommend reviewer for proposal of research project selection. In: 2016 13th international conference on service systems and service management (ICSSSM), pp 1\u20135. IEEE","DOI":"10.1109\/ICSSSM.2016.7538568"},{"key":"1901_CR183","doi-asserted-by":"crossref","unstructured":"Peng H, Hu H, Wang K, Wang X (2017) Time-aware and topic-based reviewer assignment. In: International conference on database systems for advanced applications, pp 145\u2013157. Springer","DOI":"10.1007\/978-3-319-55705-2_11"},{"key":"1901_CR184","doi-asserted-by":"crossref","unstructured":"Medakene AN, Bouanane K, Eddoud MA (2019) A new approach for computing the matching degree in the paper-to-reviewer assignment problem. In: 2019 international conference on theoretical and applicative aspects of computer science (ICTAACS), vol 1, pp 1\u20138. IEEE","DOI":"10.1109\/ICTAACS48474.2019.8988127"},{"key":"1901_CR185","unstructured":"Rosen-Zvi M, Griffiths T, Steyvers M, Smyth P (2012) The author-topic model for authors and documents. arXiv preprint arXiv:1207.4169"},{"issue":"4","key":"1901_CR186","doi-asserted-by":"crossref","first-page":"554","DOI":"10.1177\/0165551518806116","volume":"45","author":"J Jin","year":"2019","unstructured":"Jin J, Geng Q, Mou H, Chen C (2019) Author-subject-topic model for reviewer recommendation. J Inf Sci 45(4):554\u2013570","journal-title":"J Inf Sci"},{"key":"1901_CR187","first-page":"383","volume":"13","author":"BY Alkazemi","year":"2018","unstructured":"Alkazemi BY (2018) Prato: an automated taxonomy-based reviewer-proposal assignment system. Interdiscip J Inf Knowl Manag 13:383\u2013396","journal-title":"Interdiscip J Inf Knowl Manag"},{"key":"1901_CR188","first-page":"558","volume":"2","author":"L Cagliero","year":"2018","unstructured":"Cagliero L, Garza P, Pasini A, Baralis EM (2018) Additional reviewer assignment by means of weighted association rules. IEEE Trans Emerg Top Comput 2:558","journal-title":"IEEE Trans Emerg Top Comput"},{"key":"1901_CR189","doi-asserted-by":"crossref","first-page":"16460","DOI":"10.1109\/ACCESS.2019.2894680","volume":"7","author":"MIM Ishag","year":"2019","unstructured":"Ishag MIM, Park KH, Lee JY, Ryu KH (2019) A pattern-based academic reviewer recommendation combining author-paper and diversity metrics. IEEE Access 7:16460\u201316475","journal-title":"IEEE Access"},{"issue":"3","key":"1901_CR190","doi-asserted-by":"crossref","first-page":"1293","DOI":"10.1007\/s11192-018-2726-6","volume":"115","author":"S Zhao","year":"2018","unstructured":"Zhao S, Zhang D, Duan Z, Chen J, Zhang Y-P, Tang J (2018) A novel classification method for paper-reviewer recommendation. Scientometrics 115(3):1293\u20131313","journal-title":"Scientometrics"},{"key":"1901_CR191","doi-asserted-by":"crossref","unstructured":"Anjum O, Gong H, Bhat S, Hwu W-M, Xiong J (2019) Pare: A paper-reviewer matching approach using a common topic space. arXiv preprint arXiv:1909.11258","DOI":"10.18653\/v1\/D19-1049"},{"key":"1901_CR192","doi-asserted-by":"crossref","unstructured":"Zhang, D., Zhao, S., Duan, Z., Chen, J., Zhang, Y., Tang, J.: A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation. arXiv preprint arXiv:1912.08976 (2019)","DOI":"10.1145\/3361719"},{"key":"1901_CR193","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1016\/j.procs.2013.09.144","volume":"22","author":"X Li","year":"2013","unstructured":"Li X, Watanabe T (2013) Automatic paper-to-reviewer assignment, based on the matching degree of the reviewers. Procedia Comput Sci 22:633\u2013642","journal-title":"Procedia Comput Sci"},{"key":"1901_CR194","doi-asserted-by":"crossref","unstructured":"Xu Y, Du Y (2013) A three-layer network model for reviewer recommendation. In: 2013 sixth international conference on business intelligence and financial engineering, pp 552\u2013556. IEEE","DOI":"10.1109\/BIFE.2013.115"},{"key":"1901_CR195","doi-asserted-by":"crossref","unstructured":"Maleszka M, Maleszka B, Kr\u00f3l D, Hernes M, Martins DML, Homann L, Vossen G (2020) A modular diversity based reviewer recommendation system. In: Asian conference on intelligent information and database systems, pp 550\u2013561. Springer","DOI":"10.1007\/978-981-15-3380-8_48"},{"key":"1901_CR196","doi-asserted-by":"crossref","unstructured":"Sun Y-H, Ma J, Fan Z-P, Wang J (2007) A hybrid knowledge and model approach for reviewer assignment. In: 2007 40th annual Hawaii international conference on system sciences (HICSS\u201907), pp 47\u201347. IEEE","DOI":"10.1109\/HICSS.2007.17"},{"issue":"2","key":"1901_CR197","doi-asserted-by":"crossref","first-page":"123","DOI":"10.4103\/0256-4602.78092","volume":"28","author":"T Kolasa","year":"2011","unstructured":"Kolasa T, Krol D (2011) A survey of algorithms for paper-reviewer assignment problem. IETE Tech Rev 28(2):123\u2013134","journal-title":"IETE Tech Rev"},{"key":"1901_CR198","doi-asserted-by":"crossref","unstructured":"Chen RC, Shang PH, Chen MC (2012) A two-stage approach for project reviewer assignment problem. In: Advanced materials research, vol 452, pp 369\u2013373. Trans Tech Publ","DOI":"10.4028\/scientific5\/AMR.452-453.369"},{"key":"1901_CR199","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.cie.2014.02.014","volume":"72","author":"GS Da\u015f","year":"2014","unstructured":"Da\u015f GS, G\u00f6\u00e7ken T (2014) A fuzzy approach for the reviewer assignment problem. Comput Ind Eng 72:50\u201357","journal-title":"Comput Ind Eng"},{"issue":"1","key":"1901_CR200","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1007\/s10489-013-0445-5","volume":"40","author":"DK Tayal","year":"2014","unstructured":"Tayal DK, Saxena P, Sharma A, Khanna G, Gupta S (2014) New method for solving reviewer assignment problem using type-2 fuzzy sets and fuzzy functions. Appl Intell 40(1):54\u201373","journal-title":"Appl Intell"},{"issue":"5","key":"1901_CR201","doi-asserted-by":"crossref","first-page":"1351","DOI":"10.1016\/j.cor.2012.08.005","volume":"40","author":"F Wang","year":"2013","unstructured":"Wang F, Zhou S, Shi N (2013) Group-to-group reviewer assignment problem. Comput Oper Res 40(5):1351\u20131362","journal-title":"Comput Oper Res"},{"key":"1901_CR202","doi-asserted-by":"crossref","unstructured":"Long C, Wong RC-W, Peng Y, Ye L (2013) On good and fair paper-reviewer assignment. In: 2013 IEEE 13th international conference on data mining, pp 1145\u20131150. IEEE","DOI":"10.1109\/ICDM.2013.13"},{"key":"1901_CR203","doi-asserted-by":"crossref","unstructured":"Kou NM, U LH, Mamoulis N, Gong Z (2015) Weighted coverage based reviewer assignment. In: Proceedings of the 2015 ACM SIGMOD international conference on management of data, pp 2031\u20132046","DOI":"10.1145\/2723372.2723727"},{"key":"1901_CR204","doi-asserted-by":"crossref","unstructured":"Kou NM, U LH, Mamoulis N, Li Y, Li Y, Gong Z, (2015) A topic-based reviewer assignment system. Proc VLDB Endow 8(12):1852\u20131855","DOI":"10.14778\/2824032.2824084"},{"key":"1901_CR205","unstructured":"Stelmakh I, Shah NB, Singh A (2018) Peerreview4all: Fair and accurate reviewer assignment in peer review. arXiv preprint arXiv:1806.06237"},{"issue":"2","key":"1901_CR206","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1016\/j.ejor.2019.01.035","volume":"276","author":"A Ye\u015fil\u00e7imen","year":"2019","unstructured":"Ye\u015fil\u00e7imen A, Y\u0131ld\u0131r\u0131m EA (2019) An alternative polynomial-sized formulation and an optimization based heuristic for the reviewer assignment problem. Eur J Oper Res 276(2):436\u2013450","journal-title":"Eur J Oper Res"},{"key":"1901_CR207","doi-asserted-by":"crossref","unstructured":"Conry D, Koren Y, Ramakrishnan N (2009) Recommender systems for the conference paper assignment problem. In: Proceedings of the third ACM conference on recommender systems, pp 357\u2013360","DOI":"10.1145\/1639714.1639787"},{"issue":"1","key":"1901_CR208","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/j.neucom.2011.04.039","volume":"76","author":"W Tang","year":"2012","unstructured":"Tang W, Tang J, Lei T, Tan C, Gao B, Li T (2012) On optimization of expertise matching with various constraints. Neurocomputing 76(1):71\u201383","journal-title":"Neurocomputing"},{"key":"1901_CR209","unstructured":"Charlin L, Zemel R (2013) The toronto paper matching system: an automated paper-reviewer assignment system"},{"key":"1901_CR210","doi-asserted-by":"crossref","unstructured":"Liu X, Suel T, Memon N (2014) A robust model for paper reviewer assignment. In: Proceedings of the 8th ACM conference on recommender systems, pp 25\u201332","DOI":"10.1145\/2645710.2645749"},{"key":"1901_CR211","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.compind.2015.11.001","volume":"76","author":"O Liu","year":"2016","unstructured":"Liu O, Wang J, Ma J, Sun Y (2016) An intelligent decision support approach for reviewer assignment in r &d project selection. Comput Ind 76:1\u201310","journal-title":"Comput Ind"},{"key":"1901_CR212","unstructured":"Ogunleye O, Ifebanjo T, Abiodun T, Adebiyi A (2017) Proposed framework for a paper-reviewer assignment system using word2vec. In: 4th Covenant University conference on E-Governance in Nigeria (CUCEN2016)"},{"key":"1901_CR213","doi-asserted-by":"crossref","unstructured":"Jin J, Geng Q, Zhao Q, Zhang L (2017) Integrating the trend of research interest for reviewer assignment. In: Proceedings of the 26th international conference on World Wide Web Companion, pp 1233\u20131241","DOI":"10.1145\/3041021.3053053"},{"key":"1901_CR214","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/database\/bax068","volume":"2017","author":"K Roberts","year":"2017","unstructured":"Roberts K, Gururaj AE, Chen X, Pournejati S, Hersh WR, Demner-Fushman D, Ohno-Machado L, Cohen T, Xu H (2017) Information retrieval for biomedical datasets: the 2016 biocaddie dataset retrieval challenge. Database 2017:1\u20139","journal-title":"Database"},{"issue":"3","key":"1901_CR215","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1093\/jamia\/ocx121","volume":"25","author":"X Chen","year":"2018","unstructured":"Chen X, Gururaj AE, Ozyurt B, Liu R, Soysal E, Cohen T, Tiryaki F, Li Y, Zong N, Jiang M (2018) Datamed-an open source discovery index for finding biomedical datasets. J Am Med Inform Assoc 25(3):300\u2013308","journal-title":"J Am Med Inform Assoc"},{"key":"1901_CR216","doi-asserted-by":"crossref","unstructured":"Jansen BJ, Booth DL, Spink A (2007) Determining the user intent of web search engine queries. In: Proceedings of the 16th international conference on World Wide Web, pp 1149\u20131150. ACM","DOI":"10.1145\/1242572.1242739"},{"key":"1901_CR217","doi-asserted-by":"crossref","unstructured":"Nunes BP, Dietze S, Casanova MA, Kawase R, Fetahu B, Nejdl W (2013) Combining a co-occurrence-based and a semantic measure for entity linking. In: Extended semantic web conference, pp 548\u2013562. Springer","DOI":"10.1007\/978-3-642-38288-8_37"},{"key":"1901_CR218","doi-asserted-by":"crossref","unstructured":"Ellefi MB, Bellahsene Z, Dietze S, Todorov K (2016) Dataset recommendation for data linking: an intensional approach. In: European semantic Web conference, pp 36\u201351. Springer","DOI":"10.1007\/978-3-319-34129-3_3"},{"key":"1901_CR219","unstructured":"Srivastava KS (2018) Predicting and recommending relevant datasets in complex environments. Google Patents. US Patent App. 15\/721,122"},{"key":"1901_CR220","first-page":"1","volume":"2020","author":"BG Patra","year":"2020","unstructured":"Patra BG, Roberts K, Wu H (2020) A content-based dataset recommendation system for researchers-a case study on gene expression omnibus (geo) repository. Database 2020:1\u201314","journal-title":"Database"},{"key":"1901_CR221","first-page":"1","volume":"2020","author":"BG Patra","year":"2020","unstructured":"Patra BG, Soltanalizadeh B, Deng N, Wu L, Maroufy V, Wu C, Zheng WJ, Roberts K, Wu H, Yaseen A (2020) An informatics research platform to make public gene expression time-course datasets reusable for more scientific discoveries. Database 2020:1\u201315","journal-title":"Database"},{"key":"1901_CR222","unstructured":"Zhu J, Patra BG, Yaseen A (2021) Recommender system of scholarly papers using public datasets. In: AMIA summits on translational science proceedings, pp 672\u2013679. American Medical Informatics Association"},{"issue":"1","key":"1901_CR223","first-page":"0278636","volume":"18","author":"J Zhu","year":"2023","unstructured":"Zhu J, Patra BG, Wu H, Yaseen A (2023) A novel nih research grant recommender using bert. PLoS ONE 18(1):0278636","journal-title":"PLoS ONE"},{"key":"1901_CR224","doi-asserted-by":"crossref","unstructured":"Kamada S, Ichimura T, Watanabe T (2015) Recommendation system of grants-in-aid for researchers by using jsps keyword. In: 2015 IEEE 8th international workshop on computational intelligence and applications (IWCIA), pp143\u2013148. IEEE","DOI":"10.1109\/IWCIA.2015.7449479"},{"key":"1901_CR225","doi-asserted-by":"crossref","unstructured":"Kamada S, Ichimura T, Watanabe T (2016) A recommendation system of grants to acquire external funds. In: 2016 IEEE 9th international workshop on computational intelligence and applications (IWCIA), pp 125\u2013130. IEEE","DOI":"10.1109\/IWCIA.2016.7805760"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-023-01901-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10115-023-01901-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-023-01901-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,21]],"date-time":"2024-10-21T19:42:02Z","timestamp":1729539722000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10115-023-01901-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":225,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2023,11]]}},"alternative-id":["1901"],"URL":"https:\/\/doi.org\/10.1007\/s10115-023-01901-x","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,4]]},"assertion":[{"value":"3 June 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 April 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 May 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 June 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}