{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:26:56Z","timestamp":1763202416568,"version":"3.37.3"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T00:00:00Z","timestamp":1596585600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T00:00:00Z","timestamp":1596585600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2020,10]]},"DOI":"10.1007\/s11192-020-03642-y","type":"journal-article","created":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T14:03:00Z","timestamp":1596636180000},"page":"101-114","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Research paper recommender system based on public contextual metadata"],"prefix":"10.1007","volume":"125","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6706-8438","authenticated-orcid":false,"given":"Khalid","family":"Haruna","sequence":"first","affiliation":[]},{"given":"Maizatul Akmar","family":"Ismail","sequence":"additional","affiliation":[]},{"given":"Atika","family":"Qazi","sequence":"additional","affiliation":[]},{"given":"Habeebah Adamu","family":"Kakudi","sequence":"additional","affiliation":[]},{"given":"Mohammed","family":"Hassan","sequence":"additional","affiliation":[]},{"given":"Sanah Abdullahi","family":"Muaz","sequence":"additional","affiliation":[]},{"given":"Haruna","family":"Chiroma","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,5]]},"reference":[{"key":"3642_CR1","doi-asserted-by":"crossref","unstructured":"Agarwal, N., Haque, E., Liu, H., & Parsons, L. (2005). Research paper recommender systems: A subspace clustering approach. Paper presented at the International Conference on Web-Age Information Management, 11\u201313 October, 2005 Hangzhou, China.","DOI":"10.1007\/11563952_42"},{"key":"3642_CR2","doi-asserted-by":"crossref","unstructured":"Antenucci, S., Boglio, S., Chioso, E., Dervishaj, E., Kang, S., Scarlatti, T., & Dacrema, M. F. (2018). Artist-driven layering and user\u2019s behaviour impact on recommendations in a playlist continuation scenario. In Proceedings of the ACM recommender systems challenge 2018 (pp. 1\u20136).","DOI":"10.1145\/3267471.3267475"},{"issue":"3","key":"3642_CR4","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1080\/17445760.2014.904859","volume":"30","author":"NY Asabere","year":"2015","unstructured":"Asabere, N. Y., Xia, F., Meng, Q., Li, F., & Liu, H. (2015). Scholarly paper recommendation based on social awareness and folksonomy. International Journal of Parallel, Emergent and Distributed Systems, 30(3), 211\u2013232.","journal-title":"International Journal of Parallel, Emergent and Distributed Systems"},{"issue":"4","key":"3642_CR5","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. (2016). Research-paper recommender systems: A literature survey. International Journal on Digital Libraries, 17(4), 305\u2013338.","journal-title":"International Journal on Digital Libraries"},{"key":"3642_CR7","doi-asserted-by":"crossref","unstructured":"Chen, T. T., & Lee, M. (2018). Research paper recommender systems on big scholarly data. Paper presented at the Pacific Rim Knowledge Acquisition Workshop.","DOI":"10.1007\/978-3-319-97289-3_20"},{"issue":"5","key":"3642_CR101","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1177\/0165551506065814","volume":"32","author":"Y-L Chen","year":"2006","unstructured":"Chen, Y.-L., Wei, J.-J., Wu, S.-Y., & Hu, Y.-H. (2006). A similarity-based method for retrieving documents from the SCI\/SSCI database. Journal of Information Science, 32(5), 449\u2013464.","journal-title":"Journal of Information Science"},{"key":"3642_CR9","doi-asserted-by":"crossref","unstructured":"Dacrema, M. F., Cremonesi, P., & Jannach, D. (2019). Are we really making much progress? A worrying analysis of recent neural recommendation approaches. Paper presented at the Proceedings of the 13th ACM Conference on Recommender Systems.","DOI":"10.1145\/3298689.3347058"},{"issue":"2","key":"3642_CR10","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1007\/s11257-019-09221-y","volume":"29","author":"Y Deldjoo","year":"2019","unstructured":"Deldjoo, Y., Dacrema, M. F., Constantin, M. G., Eghbal-Zadeh, H., Cereda, S., Schedl, M., et al. (2019). Movie genome: Alleviating new item cold start in movie recommendation. User Modeling and User-Adapted Interaction, 29(2), 291\u2013343.","journal-title":"User Modeling and User-Adapted Interaction"},{"issue":"1","key":"3642_CR11","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/s007790170019","volume":"5","author":"AK Dey","year":"2001","unstructured":"Dey, A. K. (2001). Understanding and using context. Personal and Ubiquitous Computing, 5(1), 4\u20137.","journal-title":"Personal and Ubiquitous Computing"},{"key":"3642_CR12","unstructured":"Ferrari Dacrema, M., Gasparin, A., & Cremonesi, P. (2018). Deriving item features relevance from collaborative domain knowledge. arXiv preprint arXiv:1811.01905."},{"key":"3642_CR13","doi-asserted-by":"crossref","unstructured":"Gantner, Z., Rendle, S., & Schmidt-Thieme, L. (2010). Factorization models for context-\/time-aware movie recommendations. Paper presented at the Proceedings of the Workshop on Context-Aware Movie Recommendation, 30 September, 2010 Barcelona, Spain.","DOI":"10.1145\/1869652.1869654"},{"key":"3642_CR14","unstructured":"Gipp, B., Beel, J., & Hentschel, C. (2009). Scienstein: A research paper recommender system. Paper presented at the Proceedings of the international conference on emerging trends in computing (ICETIC\u201909), 2009, Virudhunagar, India."},{"key":"3642_CR15","doi-asserted-by":"crossref","unstructured":"Gori, M., & Pucci, A. (2006). Research paper recommender systems: A random-walk based approach. Paper presented at the IEEE\/WIC\/ACM International Conference on Web Intelligence Web Intelligence, WI 2006, 18\u201322 December, 2006, Hong Kong, China.","DOI":"10.1109\/WI.2006.149"},{"key":"3642_CR100","doi-asserted-by":"crossref","unstructured":"Haruna, K., & Ismail, M. A. (2018). Research paper recommender system evaluation using collaborative filtering. Paper presented at the AIP conference proceedings.","DOI":"10.1063\/1.5041583"},{"key":"3642_CR17","doi-asserted-by":"crossref","unstructured":"Haruna, K., Ismail, M. A., Bichi, A. B., Chang, V., Wibawa, S., & Herawan, T. (2018). A citation-based recommender system for scholarly paper recommendation. Cham.","DOI":"10.1007\/978-3-319-95162-1_35"},{"issue":"10","key":"3642_CR18","doi-asserted-by":"publisher","first-page":"e0184516","DOI":"10.1371\/journal.pone.0184516","volume":"12","author":"K Haruna","year":"2017","unstructured":"Haruna, K., Ismail, M. A., Damiasih, D., Sutopo, J., & Herawan, T. (2017a). A collaborative approach for research paper recommender system. PLoS ONE, 12(10), e0184516.","journal-title":"PLoS ONE"},{"key":"3642_CR103","unstructured":"Haruna, K., Ismail, M. A., & Shuhidan, S. M. (2016). Domain of Application in Context-Aware Recommender Systems: A Review. Knowledge Management International Conference (KMICe) 2016, 29\u201330 August 2016, Chiang Mai, Thailand."},{"issue":"12","key":"3642_CR19","doi-asserted-by":"publisher","first-page":"1211","DOI":"10.3390\/app7121211","volume":"7","author":"K Haruna","year":"2017","unstructured":"Haruna, K., Ismail, M. A., Suhendroyono, S., Damiasih, D., Pierewan, A. C., Chiroma, H., et al. (2017b). Context-aware recommender system: A review of recent developmental process and future research direction. Applied Sciences, 7(12), 1211.","journal-title":"Applied Sciences"},{"issue":"2","key":"3642_CR102","first-page":"6","volume":"6","author":"CR Hildreth","year":"2001","unstructured":"Hildreth, C. R. (2001). Accounting for users\u2019 inflated assessments of on-line catalogue search performance and usefulness: An experimental study. Information research, 6(2), 6\u20132.","journal-title":"Information research"},{"key":"3642_CR20","unstructured":"Hsiao, J.-H., Liu, N., & Li, J. (2016). E-Commerce recommendation system and method. In: US Patent 20,160,110,794."},{"key":"3642_CR23","doi-asserted-by":"publisher","first-page":"1907","DOI":"10.1007\/s11192-020-03561-y","volume":"124","author":"C Jeong","year":"2020","unstructured":"Jeong, C., Jang, S., Park, E., & Choi, S. (2020). A context-aware citation recommendation model with BERT and graph convolutional networks. Scientometrics, 124, 1907\u20131922.","journal-title":"Scientometrics"},{"key":"3642_CR24","doi-asserted-by":"crossref","unstructured":"Liang, Y., Li, Q., & Qian, T. (2011). Finding relevant papers based on citation relations. In Web-age information management (pp. 403\u2013414).","DOI":"10.1007\/978-3-642-23535-1_35"},{"key":"3642_CR25","doi-asserted-by":"publisher","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, T. M., & Xia, F. (2015). Context-based collaborative filtering for citation recommendation. IEEE Access, 3, 1695\u20131703.","journal-title":"IEEE Access"},{"key":"3642_CR28","doi-asserted-by":"crossref","unstructured":"McNee, S. M., Kapoor, N., & Konstan, J. A. (2006). Don\u2019t look stupid: Avoiding pitfalls when recommending research papers. Paper presented at the Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work.","DOI":"10.1145\/1180875.1180903"},{"key":"3642_CR29","doi-asserted-by":"crossref","unstructured":"Nascimento, C., Laender, A. H., da Silva, A. S., & Gon\u00e7alves, M. A. (2011). A source independent framework for research paper recommendation. Paper presented at the Proceedings of the 11th annual international ACM\/IEEE joint conference on Digital libraries, 13\u201317 June, 2011 Ottawa, Ontario, Canada.","DOI":"10.1145\/1998076.1998132"},{"key":"3642_CR30","unstructured":"Ollagnier, A., Fournier, S., & Bellot, P. (2018). BIBLME RecSys: Harnessing bibliometric measures for a scholarly paper recommender system. Paper presented at the BIR 2018 Workshop on Bibliometric-enhanced Information Retrieval."},{"key":"3642_CR31","doi-asserted-by":"publisher","first-page":"48543","DOI":"10.1109\/ACCESS.2018.2867731","volume":"6","author":"F Ortega","year":"2018","unstructured":"Ortega, F., Bobadilla, J., Guti\u00e9rrez, A., Hurtado, R., & Li, X. (2018). Artificial intelligence scientific documentation dataset for recommender systems. IEEE Access, 6, 48543\u201348555.","journal-title":"IEEE Access"},{"key":"3642_CR34","doi-asserted-by":"publisher","first-page":"51246","DOI":"10.1109\/ACCESS.2020.2980589","volume":"8","author":"N Sakib","year":"2020","unstructured":"Sakib, N., Ahmad, R. B., & Haruna, K. (2020). A collaborative approach toward scientific paper recommendation using citation context. IEEE Access, 8, 51246\u201351255.","journal-title":"IEEE Access"},{"key":"3642_CR35","doi-asserted-by":"crossref","unstructured":"Skillen, K.-L., Chen, L., Nugent, C. D., Donnelly, M. P., Burns, W., & Solheim, I. (2012). Ontological user profile modeling for context-aware application personalization. In Ubiquitous computing and ambient intelligence (pp. 261\u2013268). Berlin: Springer.","DOI":"10.1007\/978-3-642-35377-2_36"},{"key":"3642_CR37","doi-asserted-by":"crossref","unstructured":"Sugiyama, K., & Kan, M.-Y. (2010). Scholarly paper recommendation via user\u2019s recent research interests. Paper presented at the Proceedings of the 10th annual joint conference on Digital libraries, 21\u201325 June, 2010 Gold Coast, Queensland, Australia.","DOI":"10.1145\/1816123.1816129"},{"key":"3642_CR39","doi-asserted-by":"crossref","unstructured":"Sugiyama, K., & Kan, M.-Y. (2013). Exploiting potential citation papers in scholarly paper recommendation. Paper presented at the Proceedings of the 13th ACM\/IEEE-CS joint conference on Digital libraries, 22\u201326 July, 2013 Indianapolis, Indiana, USA.","DOI":"10.1145\/2467696.2467701"},{"issue":"2","key":"3642_CR40","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. (2015). A comprehensive evaluation of scholarly paper recommendation using potential citation papers. International Journal on Digital Libraries, 16(2), 91\u2013109.","journal-title":"International Journal on Digital Libraries"},{"issue":"2","key":"3642_CR41","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1109\/TBDATA.2016.2555318","volume":"2","author":"F Xia","year":"2016","unstructured":"Xia, F., Liu, H., Lee, I., & Cao, L. (2016). Scientific article recommendation: Exploiting common author relations and historical preferences. IEEE Transactions on Big Data, 2(2), 101\u2013112.","journal-title":"IEEE Transactions on Big Data"},{"issue":"4","key":"3642_CR43","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1145\/3290768.3290775","volume":"49","author":"P Zhao","year":"2018","unstructured":"Zhao, P., Ma, J., Hua, Z., & Fang, S. (2018). Academic social network-based recommendation approach for knowledge sharing. ACM SIGMIS Database: The DATABASE for Advances in Information Systems, 49(4), 78\u201391.","journal-title":"ACM SIGMIS Database: The DATABASE for Advances in Information Systems"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-020-03642-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11192-020-03642-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-020-03642-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,4]],"date-time":"2021-08-04T23:29:53Z","timestamp":1628119793000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11192-020-03642-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,5]]},"references-count":34,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,10]]}},"alternative-id":["3642"],"URL":"https:\/\/doi.org\/10.1007\/s11192-020-03642-y","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"type":"print","value":"0138-9130"},{"type":"electronic","value":"1588-2861"}],"subject":[],"published":{"date-parts":[[2020,8,5]]},"assertion":[{"value":"11 September 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 August 2020","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}