{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T01:08:08Z","timestamp":1778029688254,"version":"3.51.4"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031164996","type":"print"},{"value":"9783031165009","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-16500-9_24","type":"book-chapter","created":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T10:02:31Z","timestamp":1667296951000},"page":"293-299","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Citation Network Applications in\u00a0a\u00a0Scientific Co-authorship Recommender System"],"prefix":"10.1007","author":[{"given":"Vladislav","family":"Tishin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Artyom","family":"Sosedka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"Ibragimov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vadim","family":"Porvatov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,11,2]]},"reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"Alinani, K., Wang, G., Alinani, A., Narejo, D.H.: 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 (2017)","DOI":"10.1109\/ISPA\/IUCC.2017.00217"},{"key":"24_CR2","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1162\/tacl_a_00051","volume":"5","author":"P Bojanowski","year":"2017","unstructured":"Bojanowski, P., Grave, E., Joulin, A., Mikolov, T.: Enriching word vectors with subword information. Trans. Assoc. Comput. Linguist. 5, 135\u2013146 (2017)","journal-title":"Trans. Assoc. Comput. Linguist."},{"issue":"8","key":"24_CR3","doi-asserted-by":"publisher","first-page":"2470","DOI":"10.1007\/s10489-017-1086-x","volume":"48","author":"PM Chuan","year":"2017","unstructured":"Chuan, P.M., Son, L.H., Ali, M., Khang, T.D., Huong, L.T., Dey, N.: Link prediction in co-authorship networks based on hybrid content similarity metric. Appl. Intell. 48(8), 2470\u20132486 (2017). https:\/\/doi.org\/10.1007\/s10489-017-1086-x","journal-title":"Appl. Intell."},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Grover, A., Leskovec, J.: node2vec: Scalable feature learning for networks. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 855\u2013864 (2016)","DOI":"10.1145\/2939672.2939754"},{"key":"24_CR5","doi-asserted-by":"crossref","unstructured":"Gupta, C., Jain, Y., De, A., Chakrabarti, S.: Integrating transductive and inductive embeddings improves link prediction accuracy. arXiv preprint arXiv:2108.10108 (2021)","DOI":"10.1145\/3459637.3482125"},{"key":"24_CR6","unstructured":"Hamilton, W.L., Ying, R., Leskovec, J.: Inductive representation learning on large graphs. In: Proceedings of the 31st International Conference on Neural Information Processing Systems, pp. 1025\u20131035 (2017)"},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Kleinberg, J., Faloutsos, C.: Graph evolution: densification and shrinking diameters. ACM Trans. Knowl. Discovery Data 1 (2006)","DOI":"10.1145\/1217299.1217301"},{"issue":"5","key":"24_CR8","doi-asserted-by":"publisher","first-page":"58007","DOI":"10.1209\/0295-5075\/89\/58007","volume":"89","author":"W Liu","year":"2010","unstructured":"Liu, W., L\u00fc, L.: Link prediction based on local random walk. EPL (Europhys. Lett.) 89(5), 58007 (2010)","journal-title":"EPL (Europhys. Lett.)"},{"issue":"4","key":"24_CR9","doi-asserted-by":"publisher","first-page":"48007","DOI":"10.1209\/0295-5075\/96\/48007","volume":"96","author":"Z Liu","year":"2011","unstructured":"Liu, Z., Zhang, Q.M., L\u00fc, L., Zhou, T.: Link prediction in complex networks: a local na\u00efve bayes model. EPL (Europhys. Lett.) 96(4), 48007 (2011)","journal-title":"EPL (Europhys. Lett.)"},{"key":"24_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1007\/978-3-319-73013-4_37","volume-title":"Analysis of Images, Social Networks and Texts","author":"I Makarov","year":"2018","unstructured":"Makarov, I., Bulanov, O., Gerasimova, O., Meshcheryakova, N., Karpov, I., Zhukov, L.E.: Scientific matchmaker: collaborator recommender system. In: van der Aalst, W.M.P., et al. (eds.) AIST 2017. LNCS, vol. 10716, pp. 404\u2013410. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-73013-4_37"},{"key":"24_CR11","series-title":"Springer Proceedings in Mathematics & Statistics","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1007\/978-3-319-56829-4_18","volume-title":"Models, Algorithms, and Technologies for Network Analysis","author":"I Makarov","year":"2017","unstructured":"Makarov, I., Bulanov, O., Zhukov, L.E.: Co-author recommender system. In: Kalyagin, V.A., Nikolaev, A.I., Pardalos, P.M., Prokopyev, O.A. (eds.) NET 2016. SPMS, vol. 197, pp. 251\u2013257. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-56829-4_18"},{"key":"24_CR12","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1007\/978-3-030-11027-7_3","volume-title":"Analysis of Images, Social Networks and Texts","author":"I Makarov","year":"2018","unstructured":"Makarov, I., Gerasimova, O., Sulimov, P., Korovina, K., Zhukov, L.E.: Joint node-edge network embedding for link prediction. In: van der Aalst, W.M.P., et al. (eds.) Analysis of Images, Social Networks and Texts, pp. 20\u201331. Springer International Publishing, Cham (2018)"},{"issue":"1\u20132","key":"24_CR13","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1504\/IJTEL.2012.048314","volume":"4","author":"RL Sie","year":"2012","unstructured":"Sie, R.L., Drachsler, H., Bitter-Rijpkema, M., Sloep, P.: To whom and why should i connect? co-author recommendation based on powerful and similar peers. Int. J. Technol. Enhanced Learn. 4(1\u20132), 121\u2013137 (2012)","journal-title":"Int. J. Technol. Enhanced Learn."},{"key":"24_CR14","unstructured":"Singh, A., et al.: Edge proposal sets for link prediction. arXiv preprint arXiv:2106.15810 (2021)"},{"key":"24_CR15","doi-asserted-by":"publisher","unstructured":"Ying, R., He, R., Chen, K., Eksombatchai, P., Hamilton, W.L., Leskovec, J.: Graph convolutional neural networks for web-scale recommender systems. In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 974\u2013983. KDD 2018, Association for Computing Machinery, New York, NY, USA (2018). https:\/\/doi.org\/10.1145\/3219819.3219890","DOI":"10.1145\/3219819.3219890"},{"issue":"6","key":"24_CR16","doi-asserted-by":"publisher","first-page":"1953","DOI":"10.1007\/s10618-019-00650-2","volume":"33","author":"D Zhang","year":"2019","unstructured":"Zhang, D., Yin, J., Zhu, X., Zhang, C.: Attributed network embedding via subspace discovery. Data Min. Knowl. Disc. 33(6), 1953\u20131980 (2019). https:\/\/doi.org\/10.1007\/s10618-019-00650-2","journal-title":"Data Min. Knowl. Disc."},{"key":"24_CR17","first-page":"5165","volume":"31","author":"M Zhang","year":"2018","unstructured":"Zhang, M., Chen, Y.: Link prediction based on graph neural networks. Adv. Neural. Inf. Process. Syst. 31, 5165\u20135175 (2018)","journal-title":"Adv. Neural. Inf. Process. Syst."}],"container-title":["Lecture Notes in Computer Science","Analysis of Images, Social Networks and Texts"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-16500-9_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T10:07:18Z","timestamp":1667297238000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-16500-9_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031164996","9783031165009"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-16500-9_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"2 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Analysis of Images, Social Networks and Texts","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tbilisi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Georgia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 December 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 December 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aist2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aistconf.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"118","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"20","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"17% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.79","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Out of the 118 submission, 26 were rejected before being sent to peer review.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}