{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:18:31Z","timestamp":1740107911671,"version":"3.37.3"},"reference-count":100,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,4,19]],"date-time":"2021-04-19T00:00:00Z","timestamp":1618790400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,4,19]],"date-time":"2021-04-19T00:00:00Z","timestamp":1618790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Digit Libr"],"published-print":{"date-parts":[[2021,6]]},"DOI":"10.1007\/s00799-021-00300-3","type":"journal-article","created":{"date-parts":[[2021,4,19]],"date-time":"2021-04-19T22:03:04Z","timestamp":1618869784000},"page":"197-215","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A qualitative study of large-scale recommendation algorithms for biomedical knowledge bases"],"prefix":"10.1007","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7192-4604","authenticated-orcid":false,"given":"Ehsan","family":"Noei","sequence":"first","affiliation":[]},{"given":"Tsahi","family":"Hayat","sequence":"additional","affiliation":[]},{"given":"Jessica","family":"Perrie","sequence":"additional","affiliation":[]},{"given":"Recep","family":"\u00c7olak","sequence":"additional","affiliation":[]},{"given":"Yanqi","family":"Hao","sequence":"additional","affiliation":[]},{"given":"Shankar","family":"Vembu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6866-7301","authenticated-orcid":false,"given":"Kelly","family":"Lyons","sequence":"additional","affiliation":[]},{"given":"Sam","family":"Molyneux","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,4,19]]},"reference":[{"key":"300_CR1","unstructured":"Acharya, A.: Follow related research for key authors, October 13, 2017. https:\/\/scholar.googleblog.com\/2017\/10\/follow-related-research-for-key-authors.html. Last accessed 4 Dec 2017"},{"key":"300_CR2","doi-asserted-by":"crossref","unstructured":"Aggarwal, C.C., et al.: Recommender Systems, vol. 1. Springer (2016)","DOI":"10.1007\/978-3-319-29659-3_1"},{"key":"300_CR3","doi-asserted-by":"publisher","first-page":"382","DOI":"10.4153\/CJM-1954-037-2","volume":"6","author":"S Agmon","year":"1954","unstructured":"Agmon, S.: The relaxation method for linear inequalities. Can. J. Math. 6, 382\u2013392 (1954)","journal-title":"Can. J. Math."},{"key":"300_CR4","unstructured":"AI2: Leverage AI to combat information overload (2017). http:\/\/allenai.org\/semantic-scholar\/. Last accessed 11 Sept 2017"},{"issue":"5","key":"300_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1411509.1411513","volume":"55","author":"N Ailon","year":"2008","unstructured":"Ailon, N., Charikar, M., Newman, A.: Aggregating inconsistent information: ranking and clustering. J. ACM 55(5), 1\u201327 (2008)","journal-title":"J. ACM"},{"key":"300_CR6","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.mathsocsci.2011.08.008","volume":"64","author":"A Ali","year":"2012","unstructured":"Ali, A., Meil\u0103, M.: Experiments with Kemeny ranking: what works when? Math. Soc. Sci. 64, 28\u201340 (2012)","journal-title":"Math. Soc. Sci."},{"key":"300_CR7","unstructured":"Apache: Introduction to item-based recommendations with hadoop (2019). http:\/\/mahout.apache.org\/users\/recommender\/intro-itembased-hadoop.html\/. Last accessed 21 Feb 2019"},{"key":"300_CR8","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/BF00303169","volume":"6","author":"J Bartholdi III","year":"1989","unstructured":"Bartholdi, J., III., Tovey, C., Trick, M.: Voting schemes for which it is can be difficult to tell who won the election. Soc. Choice Welf. 6, 157\u2013165 (1989)","journal-title":"Soc. Choice Welf."},{"issue":"4","key":"300_CR9","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s00799-015-0156-0","volume":"17","author":"J Beel","year":"2016","unstructured":"Beel, J., Gipp, B., Langer, S., Breitinger, C.: paper recommender systems: a literature survey. Int. J. Digit. Libr. 17(4), 305\u2013338 (2016)","journal-title":"Int. J. Digit. Libr."},{"key":"300_CR10","doi-asserted-by":"crossref","unstructured":"Beel, J., Langer, S.: A comparison of offline evaluations, online evaluations, and user studies in the context of research-paper recommender systems. In: International Conference on Theory and Practice of Digital Libraries, pp. 153\u2013168. Springer (2015)","DOI":"10.1007\/978-3-319-24592-8_12"},{"key":"300_CR11","doi-asserted-by":"crossref","unstructured":"Beel, J., Langer, S., Genzmehr, M., Gipp, B., Breitinger, C., N\u00fcrnberger, A.: Research paper recommender system evaluation: a quantitative literature survey. In: Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, Ser. RepSys \u201913. New York, NY, USA, pp. 15\u201322. ACM (2013)","DOI":"10.1145\/2532508.2532512"},{"issue":"11","key":"300_CR12","first-page":"1","volume":"20","author":"J Beel","year":"2014","unstructured":"Beel, J., Langer, S., Gipp, B., N\u00fcrnberger, A.: The architecture and datasets of Docear\u2019s research paper recommender system. D-Lib Mag. 20(11), 1 (2014)","journal-title":"D-Lib Mag."},{"issue":"45","key":"300_CR13","first-page":"11 33","volume":"28","author":"CT Bergstrom","year":"2008","unstructured":"Bergstrom, C.T., West, J.D., Wiseman, M.A.: The eigenfactor metrics. Int. J. Neurosci. 28(45), 11 33-11 434 (2008)","journal-title":"Int. J. Neurosci."},{"key":"300_CR14","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.knosys.2013.03.012","volume":"46","author":"J Bobadilla","year":"2013","unstructured":"Bobadilla, J., Ortega, F., Hernando, A., Guti\u00e9rrez, A.: Recommender systems survey. Knowl.-Based Syst. 46, 109\u2013132 (2013)","journal-title":"Knowl.-Based Syst."},{"key":"300_CR15","unstructured":"Bodenreider, O., Nelson, S.J., Hole, W.T., Chang, H.F.: Beyond synonymy: exploiting the UMLS semantics in mapping vocabularies. In: Proceedings of the AMIA Symposium, p. 815. American Medical Informatics Association (1998)"},{"key":"300_CR16","doi-asserted-by":"crossref","unstructured":"Bollacker, K.D., Lawrence, S., Giles, C.L.: CiteSeer: an autonomous web agent for automatic retrieval and identification of interesting publications. In: Proceedings of the 2nd International Conference on Autonomous Agents, pp. 116\u2013123. ACM (1998)","DOI":"10.1145\/280765.280786"},{"key":"300_CR17","unstructured":"Box, G., Hunter, W., Hunter, J.: Statistics for Experimenters. Wiley (1978)"},{"key":"300_CR18","unstructured":"Bray, T., Paoli, J., Sperberg-McQueen, C.M., Maler, E., Yergeau, F.: Extensible markup language (xml) 1.0 (2000)"},{"key":"300_CR19","unstructured":"Breese, J.S., Heckerman, D., Kadie, C.M.: Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, pp. 43\u201352 (1998)"},{"issue":"1","key":"300_CR20","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1186\/1471-2105-14-281","volume":"14","author":"D Campos","year":"2013","unstructured":"Campos, D., Matos, S., Oliveira, J.L.: A modular framework for biomedical concept recognition. BMC Bioinform. 14(1), 281 (2013)","journal-title":"BMC Bioinform."},{"key":"300_CR21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10791-019-09361-0","volume":"23","author":"R Ca\u00f1amares","year":"2020","unstructured":"Ca\u00f1amares, R., Castells, P., Moffat, A.: Offline evaluation options for recommender systems. Inf. Retr. J. 23, 1\u201324 (2020)","journal-title":"Inf. Retr. J."},{"key":"300_CR22","unstructured":"Canese, K., Weis, S.: PubMed: the bibliographic database. The NCBI Handbook (2013). http:\/\/www.ncbi.nlm.nih.gov\/books\/NBK153385\/. Last accessed 15 Dec 2017"},{"key":"300_CR23","unstructured":"Cision: Acquisition of the Thomson Reuters intellectual property and science business by Onex and Baring Asia completed (2016). http:\/\/www.prnewswire.com\/. Last accessed 15 Dec 2017"},{"key":"300_CR24","unstructured":"Clarivate, Web of Science: Core collection help (2017). https:\/\/images.webofknowledge.com\/images\/help\/WOS\/hp_full_record.html. Last accessed 15 Jan 2019"},{"key":"300_CR25","unstructured":"Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms. MIT Press (2009)"},{"key":"300_CR26","unstructured":"Crossref: Crossref (2019). http:\/\/www.crossref.org\/"},{"key":"300_CR27","unstructured":"de\u00a0Borda, J.-C.: M\u00e9moire sur les \u00e9lections au scrutin, Histoire de l\u2019Acad\u00e9mie Royale des Sciences, Paris, pp. 657\u2013664 (1781)"},{"issue":"9","key":"300_CR28","doi-asserted-by":"publisher","first-page":"1820","DOI":"10.1002\/asi.23256","volume":"65","author":"Y Ding","year":"2014","unstructured":"Ding, Y., Zhang, G., Chambers, T., Song, M., Wang, X., Zhai, C.: Content-based citation analysis: the next generation of citation analysis. J. Assoc. Inf. Sci. Technol. 65(9), 1820\u20131833 (2014)","journal-title":"J. Assoc. Inf. Sci. Technol."},{"key":"300_CR29","doi-asserted-by":"crossref","unstructured":"Dwork, C., Kumar, R., Naor, M., Sivakumar, D.: Rank aggregation methods for the web. In: Proceedings of the 10th International Conference on World Wide Web, pp. 613\u2013622. ACM (2001)","DOI":"10.1145\/371920.372165"},{"key":"300_CR30","doi-asserted-by":"crossref","unstructured":"Ekstrand, M.D., Kannan, P., Stemper, J.A., Butler, J.T., Konstan, J.A., Riedl, J.T.: Automatically building research reading lists. In: Proceedings of the Fourth ACM Conference on Recommender Systems, pp. 159\u2013166. ACM (2010)","DOI":"10.1145\/1864708.1864740"},{"key":"300_CR31","unstructured":"Elsevier: The largest up-to-date collection of global, unbiased and expertly sourced research (2017). https:\/\/www.elsevier.com\/solutions\/scopus\/content. Last accessed 2018 Dec 15"},{"issue":"11","key":"300_CR32","doi-asserted-by":"publisher","first-page":"2572","DOI":"10.1002\/asi.23877","volume":"68","author":"P Fafalios","year":"2017","unstructured":"Fafalios, P., Tzitzikas, Y.: Stochastic reranking of biomedical search results based on extracted entities. J. Assoc. Inf. Sci. Technol. 68(11), 2572\u20132586 (2017)","journal-title":"J. Assoc. Inf. Sci. Technol."},{"issue":"2","key":"300_CR33","first-page":"338","volume":"22","author":"ME Falagas","year":"2008","unstructured":"Falagas, M.E., Pitsouni, E.I., Malietzis, G.A., Pappas, G.: Comparison of PubMed, Scopus, Web of Science, and Google Scholar: strengths and weaknesses. J. Fed. Am. Soc. Exp. Biol. 22(2), 338\u2013342 (2008)","journal-title":"J. Fed. Am. Soc. Exp. Biol."},{"key":"300_CR34","doi-asserted-by":"crossref","unstructured":"Ge, M., Delgado-Battenfeld, C., Jannach, D.: Beyond accuracy: evaluating recommender systems by coverage and serendipity. In: Proceedings of the Fourth ACM Conference on Recommender Systems, pp. 257\u2013260 (2010)","DOI":"10.1145\/1864708.1864761"},{"key":"300_CR35","unstructured":"Gipp, B., Beel, J.: Citation proximity analysis (CPA): a new approach for identifying related work based on co-citation analysis. In: ISSI\u201909: 12th International Conference on Scientometrics and Informetrics, pp. 571\u2013575 (2009)"},{"issue":"13","key":"300_CR36","first-page":"13","volume":"68","author":"WH Gomaa","year":"2013","unstructured":"Gomaa, W.H., Fahmy, A.A.: A survey of text similarity approaches. Int. J. Comput. Appl. 68(13), 13\u201318 (2013)","journal-title":"Int. J. Comput. Appl."},{"key":"300_CR37","unstructured":"Google: Google scholar: about (2020). https:\/\/scholar.google.ca\/intl\/en\/scholar\/about.html"},{"issue":"7101","key":"300_CR38","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1136\/bmj.315.7101.180","volume":"315","author":"T Greenhalgh","year":"1997","unstructured":"Greenhalgh, T.: How to read a paper: the medline database. BMJ 315(7101), 180\u2013183 (1997)","journal-title":"BMJ"},{"key":"300_CR39","doi-asserted-by":"crossref","unstructured":"Gruson, A., Chandar, P., Charbuillet, C., McInerney, J., Hansen, S., Tardieu, D., Carterette, B.: Offline evaluation to make decisions about playlistrecommendation algorithms. In: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, pp. 420\u2013428 (2019)","DOI":"10.1145\/3289600.3291027"},{"issue":"16","key":"300_CR40","doi-asserted-by":"publisher","first-page":"i126","DOI":"10.1093\/bioinformatics\/btn299","volume":"24","author":"J Hakenberg","year":"2008","unstructured":"Hakenberg, J., Plake, C., Leaman, R., Schroeder, M., Gonzalez, G.: Inter-species normalization of gene mentions with GNAT. Bioinformatics 24(16), i126\u2013i132 (2008)","journal-title":"Bioinformatics"},{"issue":"1","key":"300_CR41","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/963770.963772","volume":"22","author":"JL Herlocker","year":"2004","unstructured":"Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. 22(1), 5\u201353 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"300_CR42","doi-asserted-by":"crossref","unstructured":"Ho, T.\u00a0K.: Random decision forests. In: Proceedings of 3rd International Conference on Document Analysis and Recognition, vol.\u00a01, pp. 278\u2013282. IEEE (1995)","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"300_CR43","doi-asserted-by":"crossref","unstructured":"Hotho, A., J\u00e4schke, R., Schmitz, C., Stumme, G.: Information retrieval in folksonomies: search and ranking. In: European Semantic Web Conference, pp. 411\u2013426. Springer (2006)","DOI":"10.1007\/11762256_31"},{"key":"300_CR44","unstructured":"Huang, Y., Contractor, N., Yao, Y.: CI-KNOW: recommendation based on social networks. In: Proceedings of the International Conference on Digital Government Research, pp. 27\u201333. Digital Government Society of North America (2008)"},{"key":"300_CR45","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00799-020-00279-3","volume":"21","author":"Y Ishida","year":"2020","unstructured":"Ishida, Y., Shimizu, T., Yoshikawa, M.: An analysis and comparison of keyword recommendation methods for scientific data. Int. J. Digit. Libr. 21, 1\u201321 (2020)","journal-title":"Int. J. Digit. Libr."},{"key":"300_CR46","unstructured":"Jack, K.: Mendeley: crowdsourcing and recommending research on a large scale (2011). http:\/\/www.slideshare.net\/KrisJack\/mendeley-crowdsourcing-and-recommending-research-on-a-large-scale. Accessed 2015-02-25"},{"key":"300_CR47","unstructured":"Jack, K.: Mahout becomes a researcher: large scale recommendations at Mendeley (2012). http:\/\/www.slideshare.net\/KrisJack\/mahout-becomes-a-researcher-large-scale-recommendations-at-mendeley. Last accessed 15 Dec2017"},{"key":"300_CR48","unstructured":"Jack, K.: Mendeley: recommendation systems for academic literature (2012). http:\/\/www.slideshare.net\/KrisJack\/mendeley-recommendation-systems-for-academic-literature. Last accessed 15 Dec 2017"},{"key":"300_CR49","volume-title":"An Introduction to Recommender Systems","author":"D Jannach","year":"2011","unstructured":"Jannach, D., Zanker, M., Felfernig, A., Friedrich, G.: An Introduction to Recommender Systems. Cambridge, New York (2011)"},{"key":"300_CR50","doi-asserted-by":"crossref","unstructured":"Jolliffe, I.: Principal Component Analysis. Springer (2011)","DOI":"10.1007\/978-3-642-04898-2_455"},{"key":"300_CR51","doi-asserted-by":"crossref","unstructured":"Jones, N.: AI science search engines expand their reach, November 11, 2016. http:\/\/www.nature.com\/news\/ai-science-search-engines-expand-their-reach-1.20964. Last accessed 15 Dec 2017","DOI":"10.1038\/nature.2016.20964"},{"issue":"1","key":"300_CR52","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1145\/2926720","volume":"7","author":"M Kaminskas","year":"2017","unstructured":"Kaminskas, M., Bridge, D.: Diversity, serendipity, novelty, and coverage: a survey and empirical analysis of beyond-accuracy objectives in recommender systems. ACM Trans. Interact. Intell. Syst. 7(1), 2 (2017)","journal-title":"ACM Trans. Interact. Intell. Syst."},{"key":"300_CR53","volume-title":"Mathematical Models in Social Sciences","author":"J Kemeny","year":"1962","unstructured":"Kemeny, J., Snell, J.: Mathematical Models in Social Sciences. Blaisdell, New York (1962)"},{"issue":"1","key":"300_CR54","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1002\/asi.5090140103","volume":"14","author":"MM Kessler","year":"1963","unstructured":"Kessler, M.M.: Bibliographic coupling between scientific papers. Am. Doc. 14(1), 10\u201325 (1963)","journal-title":"Am. Doc."},{"issue":"4","key":"300_CR55","doi-asserted-by":"publisher","first-page":"984","DOI":"10.1002\/asi.23734","volume":"68","author":"R Klavans","year":"2017","unstructured":"Klavans, R., Boyack, K.W.: Which type of citation analysis generates the most accurate taxonomy of scientific and technical knowledge? J. Assoc. Inf. Sci. Technol. 68(4), 984\u2013998 (2017)","journal-title":"J. Assoc. Inf. Sci. Technol."},{"key":"300_CR56","first-page":"1630","volume":"6","author":"JA Konstan","year":"2006","unstructured":"Konstan, J.A., McNee, S.M., Ziegler, C.-N., Torres, R., Kapoor, N., Riedl, J.: Lessons on applying automated recommender systems to information-seeking tasks. AAAI 6, 1630\u20131633 (2006)","journal-title":"AAAI"},{"key":"300_CR57","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1016\/j.knosys.2016.08.014","volume":"111","author":"D Kotkov","year":"2016","unstructured":"Kotkov, D., Wang, S., Veijalainen, J.: A survey of serendipity in recommender systems. Knowl.-Based Syst. 111, 180\u2013192 (2016)","journal-title":"Knowl.-Based Syst."},{"key":"300_CR58","unstructured":"Kreisman, R.: Thomson Reuters-Google Scholar linkage offers big win for STM users and publishers (2013)"},{"key":"300_CR59","doi-asserted-by":"crossref","unstructured":"Krishnan, V., Narayanashetty, P.K., Nathan, M., Davies, R.T., Konstan, J.A.: Who predicts better? results from an online study comparing humans and an online recommender system. In: Proceedings of the 2008 ACM Conference on Recommender Systems, pp. 211\u2013218 (2008)","DOI":"10.1145\/1454008.1454042"},{"key":"300_CR60","doi-asserted-by":"crossref","unstructured":"K\u00fc\u00e7\u00fcktun\u00e7, O., Saule, E., Kaya, K., \u00c7ataly\u00fcrek, \u00dc.V.: Towards a personalized, scalable, and exploratory academic recommendation service. In: Proceedings of the 2013 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 636\u2013641. ACM (2013)","DOI":"10.1145\/2492517.2492605"},{"key":"300_CR61","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1016\/j.knosys.2017.02.009","volume":"123","author":"M Kunaver","year":"2017","unstructured":"Kunaver, M., Po\u017erl, T.: Diversity in recommender systems\u2014a survey. Knowl.-Based Syst. 123, 154\u2013162 (2017)","journal-title":"Knowl.-Based Syst."},{"issue":"6","key":"300_CR62","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/2.769447","volume":"32","author":"S Lawrence","year":"1999","unstructured":"Lawrence, S., Giles, C.L., Bollacker, K.: Digital libraries and autonomous citation indexing. IEEE Comput. 32(6), 67\u201371 (1999)","journal-title":"IEEE Comput."},{"issue":"22","key":"300_CR63","doi-asserted-by":"publisher","first-page":"2909","DOI":"10.1093\/bioinformatics\/btt474","volume":"29","author":"R Leaman","year":"2013","unstructured":"Leaman, R., Do\u011fan, R.I., Lu, Z.: DNorm: disease name normalization with pairwise learning to rank. Bioinformatics 29(22), 2909\u20132917 (2013)","journal-title":"Bioinformatics"},{"key":"300_CR64","doi-asserted-by":"crossref","unstructured":"Lee, B.-H., Kim, H.-N., Jung, J.-G., Jo, G.-S.: Location-based service with context data for a restaurant recommendation. In: International Conference on Database and Expert Systems Applications, pp. 430\u2013438. Springer (2006)","DOI":"10.1007\/11827405_42"},{"key":"300_CR65","doi-asserted-by":"crossref","unstructured":"Li, C.-L., Su, Y.-C., Lin, T.-W., Tsai, C.-H., Chang, W.-C., Huang, K.-H., Kuo, T.-M., Lin, S.-W., Lin, Y.-S., Lu, Y.-C. et al.: Combination of feature engineering and ranking models for paper-author identification in KDD cup 2013. In: Proceedings of the 2013 KDD Cup Workshop, p.\u00a02. ACM (2013)","DOI":"10.1145\/2517288.2517290"},{"key":"300_CR66","doi-asserted-by":"crossref","unstructured":"Liu, J., Lei, K.H., Liu, J.Y., Wang, C., Han, J.: Ranking-based name matching for author disambiguation in bibliographic data. In: Proceedings of the 2013 KDD Cup Workshop, p.\u00a08. ACM (2013)","DOI":"10.1145\/2517288.2517296"},{"issue":"1","key":"300_CR67","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/1198296.1198301","volume":"25","author":"Z Ma","year":"2007","unstructured":"Ma, Z., Pant, G., Sheng, O.R.L.: Interest-based personalized search. ACM Trans. Inf. Syst. 25(1), 5 (2007)","journal-title":"ACM Trans. Inf. Syst."},{"key":"300_CR68","first-page":"2","volume":"100","author":"CD Manning","year":"2008","unstructured":"Manning, C.D., Raghavan, P., Sch\u00fctze, H.: Scoring, term weighting and the vector space model. Introd. Inf. Retr. 100, 2\u20134 (2008)","journal-title":"Introd. Inf. Retr."},{"key":"300_CR69","first-page":"3","volume":"6","author":"I Marshakova-Shaikevich","year":"1973","unstructured":"Marshakova-Shaikevich, I.: System of document connections based on references. Sci. Tech. Inf. Ser. VINITI 6, 3\u20138 (1973)","journal-title":"Sci. Tech. Inf. Ser. VINITI"},{"key":"300_CR70","doi-asserted-by":"crossref","unstructured":"McNee, S.M., Cosley, Istvan, D., Gopalkrishnan, P., Lam, S.K., Rashid, A.M., Konstan, J.A., Riedl, J.: On the recommending of citations for research papers. In: Proceedings of the 2002 ACM Conference on Computer Supported Cooperative Work (2002)","DOI":"10.1145\/587078.587096"},{"key":"300_CR71","doi-asserted-by":"crossref","unstructured":"McNee, S.M., Riedl, J., Konstan, J.A.: Being accurate is not enough: how accuracy metrics have hurt recommender systems. In: CHI\u201906 Extended Abstracts on Human Factors in Computing Systems, pp. 1097\u20131101 (2006)","DOI":"10.1145\/1125451.1125659"},{"key":"300_CR72","unstructured":"Meta: Meta (2020). https:\/\/www.meta.org\/"},{"issue":"1","key":"300_CR73","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1145\/963770.963773","volume":"22","author":"SE Middleton","year":"2004","unstructured":"Middleton, S.E., Shadbolt, N.R., De Roure, D.C.: Ontological user profiling in recommender systems. ACM Trans. Inf. Syst. 22(1), 54\u201388 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"300_CR74","doi-asserted-by":"crossref","unstructured":"Mogenet, A., Pham, T.A.N., Kazama, M., Kong, J.: Predicting online performance of job recommender systems with offline evaluation. In: Proceedings of the 13th ACM Conference on Recommender Systems, pp. 477\u2013480 (2019)","DOI":"10.1145\/3298689.3347032"},{"key":"300_CR75","unstructured":"Molyneux, S.D., Molyneux, A.C.: System and method for establishing a dynamic meta-knowledge network. US Patent 9,613,321. (Apr. 4 2017)"},{"issue":"11","key":"300_CR76","doi-asserted-by":"publisher","first-page":"2525","DOI":"10.1002\/asi.23972","volume":"68","author":"R Moskovitch","year":"2017","unstructured":"Moskovitch, R., Wang, F., Pei, J., Friedman, C.: JASIST special issue on biomedical information retrieval. J. Assoc. Inf. Sci. Technol. 68(11), 2525\u20132528 (2017)","journal-title":"J. Assoc. Inf. Sci. Technol."},{"key":"300_CR77","doi-asserted-by":"crossref","unstructured":"Nelson, S.J.: Medical terminologies that work: the example of MeSH. In: Proceedings of the 2009 10th International Symposium on Pervasive Systems, Algorithms, and Networks (ISPAN), pp. 380\u2013384. IEEE (2009)","DOI":"10.1109\/I-SPAN.2009.84"},{"issue":"2","key":"300_CR78","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1073\/pnas.98.2.404","volume":"98","author":"ME Newman","year":"2001","unstructured":"Newman, M.E.: The structure of scientific collaboration networks. Proc. Natl. Acad. Sci. 98(2), 404\u2013409 (2001)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"300_CR79","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1016\/j.infsof.2016.03.007","volume":"75","author":"E Noei","year":"2016","unstructured":"Noei, E., Heydarnoori, A.: Exaf: a search engine for sample applications of object-oriented framework-provided concepts. Inf. Softw. Technol. 75, 135\u2013147 (2016)","journal-title":"Inf. Softw. Technol."},{"key":"300_CR80","first-page":"1","volume":"24","author":"E Noei","year":"2018","unstructured":"Noei, E., Zhang, F., Wang, S., Zou, Y.: Towards prioritizing user-related issue reports of mobile applications. Empir. Softw. Eng. 24, 1\u201333 (2018)","journal-title":"Empir. Softw. Eng."},{"issue":"3","key":"300_CR81","first-page":"16","volume":"38","author":"A Plume","year":"2014","unstructured":"Plume, A., van Weijen, D.: Publish or perish? The rise of the fractional author. Res. Trends 38(3), 16\u201318 (2014)","journal-title":"Res. Trends"},{"key":"300_CR82","unstructured":"PubMed Help, November 27, 2017. http:\/\/www.ncbi.nlm.nih.gov\/books\/NBK3827\/. Last accessed 15 Dec 2017"},{"issue":"3","key":"300_CR83","doi-asserted-by":"publisher","first-page":"568","DOI":"10.1108\/EL-04-2017-0077","volume":"36","author":"AS Raamkumar","year":"2018","unstructured":"Raamkumar, A.S., Foo, S., Pang, N.: Can i have more of these please? Assisting researchers in finding similar research papers from a seed basket of papers. Electron. Libr. 36(3), 568\u2013587 (2018)","journal-title":"Electron. Libr."},{"key":"300_CR84","doi-asserted-by":"crossref","unstructured":"Rajaraman, A., Ullman, J.D.: Mining of Massive Datasets. Cambridge University Press (2011)","DOI":"10.1017\/CBO9781139058452"},{"key":"300_CR85","doi-asserted-by":"crossref","unstructured":"Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J.: GroupLens: an open architecture for collaborative filtering of netnews. In: Proceedings of the 1994 ACM Conference on Computer Supported Cooperative Work. New York, NY, USA, pp. 175\u2013186. ACM (1994)","DOI":"10.1145\/192844.192905"},{"key":"300_CR86","doi-asserted-by":"crossref","unstructured":"Said, A., Fields, B., Jain, B.J., Albayrak, S.: User-centric evaluation of a k-furthest neighbor collaborative filtering recommender algorithm. In: Proceedings of the 2013 Conference on Computer Supported Cooperative Work, pp. 1399\u20131408 (2013)","DOI":"10.1145\/2441776.2441933"},{"key":"300_CR87","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International Conference on World Wide Web, pp. 285\u2013295. ACM (2001)","DOI":"10.1145\/371920.372071"},{"key":"300_CR88","doi-asserted-by":"crossref","unstructured":"Schalekamp, F., Zuylen, A.: Rank aggregation: together we are strong. In: Proceedings of the 11th Workshop on Algorithm Engineering and Experiments, pp. 38\u201351 (1998)","DOI":"10.1137\/1.9781611972894.4"},{"key":"300_CR89","doi-asserted-by":"crossref","unstructured":"Schein, A.I., Popescul, A., Ungar, L.H., Pennock, D.M.: Methods and metrics for cold-start recommendations. In: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 253\u2013260 (2002)","DOI":"10.1145\/564376.564421"},{"key":"300_CR90","doi-asserted-by":"publisher","first-page":"507","DOI":"10.2307\/2529204","volume":"30","author":"AJ Scott","year":"1974","unstructured":"Scott, A.J., Knott, M.: A cluster analysis method for grouping means in the analysis of variance. Biometrics 30, 507\u2013512 (1974)","journal-title":"Biometrics"},{"key":"300_CR91","unstructured":"Semantic Scholar: Semantic scholar (2019). https:\/\/www.semanticscholar.org\/. Last accessed 15 Jan 2019"},{"key":"300_CR92","doi-asserted-by":"crossref","unstructured":"Shani, G., Gunawardana, A.: Evaluating recommendation systems. In: Recommender Systems Handbook, pp. 257\u2013297. Springer (2011)","DOI":"10.1007\/978-0-387-85820-3_8"},{"key":"300_CR93","first-page":"1","volume":"10","author":"K Shvachko","year":"2010","unstructured":"Shvachko, K., Kuang, H., Radia, S., Chansler, R., et al.: The hadoop distributed file system. MSST 10, 1\u201310 (2010)","journal-title":"MSST"},{"issue":"4","key":"300_CR94","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1002\/asi.4630240406","volume":"24","author":"H Small","year":"1973","unstructured":"Small, H.: Co-citation in the scientific literature: a new measure of the relationship between two documents. J. Am. Soc. Inf. Sci. 24(4), 265\u2013269 (1973)","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"300_CR95","doi-asserted-by":"crossref","unstructured":"Smyth, B., McClave, P.: Similarity vs. diversity. In: International Conference on Case-Based Reasoning, pp. 347\u2013361. Springer (2001)","DOI":"10.1007\/3-540-44593-5_25"},{"key":"300_CR96","doi-asserted-by":"crossref","unstructured":"Sugiyama, K., Kan, M.-Y.: 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. ACM (2011)","DOI":"10.1145\/1998076.1998133"},{"issue":"2","key":"300_CR97","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/s00799-014-0122-2","volume":"16","author":"K Sugiyama","year":"2015","unstructured":"Sugiyama, K., Kan, M.-Y.: A comprehensive evaluation of scholarly paper recommendation using potential citation papers. Int. J. Digit. Libr. 16(2), 91\u2013109 (2015)","journal-title":"Int. J. Digit. Libr."},{"key":"300_CR98","unstructured":"Tan, P.-N.: Introduction to Data Mining. Pearson Education India (2018)"},{"key":"300_CR99","unstructured":"Testa, J.: The Thomson Reuters journal selection process (2016). http:\/\/scientific.thomsonreuters.com\/wok\/benefits\/essays\/journalselection\/. Last accessed 15 Dec 2017"},{"issue":"339","key":"300_CR100","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1080\/01621459.1972.10481251","volume":"67","author":"JH Zar","year":"1972","unstructured":"Zar, J.H.: Significance testing of the spearman rank correlation coefficient. J. Am. Stat. Assoc. 67(339), 578\u2013580 (1972)","journal-title":"J. Am. Stat. Assoc."}],"container-title":["International Journal on Digital Libraries"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00799-021-00300-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00799-021-00300-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00799-021-00300-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,28]],"date-time":"2024-08-28T19:29:28Z","timestamp":1724873368000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00799-021-00300-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,19]]},"references-count":100,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,6]]}},"alternative-id":["300"],"URL":"https:\/\/doi.org\/10.1007\/s00799-021-00300-3","relation":{},"ISSN":["1432-5012","1432-1300"],"issn-type":[{"type":"print","value":"1432-5012"},{"type":"electronic","value":"1432-1300"}],"subject":[],"published":{"date-parts":[[2021,4,19]]},"assertion":[{"value":"16 May 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 March 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 April 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 April 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}