{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T02:44:57Z","timestamp":1768272297587,"version":"3.49.0"},"publisher-location":"Cham","reference-count":36,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031553257","type":"print"},{"value":"9783031553264","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-55326-4_9","type":"book-chapter","created":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T08:46:10Z","timestamp":1710405970000},"page":"187-201","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Dynamic Communities: A Novel Recommendation Approach for\u00a0Individuals and\u00a0Groups"],"prefix":"10.1007","author":[{"given":"Sabrine","family":"Ben Abdrabbah","sequence":"first","affiliation":[]},{"given":"Sabrine","family":"Mallek","sequence":"additional","affiliation":[]},{"given":"Nahla","family":"Ben Amor","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,3,15]]},"reference":[{"key":"9_CR1","doi-asserted-by":"publisher","unstructured":"Abdrabbah, S.B., Amor, N.B., Ayachi, R.: A new dynamic community-based recommender system. In: Rocha, A.P., Steels, L., van den Herik, H.J. (eds.) Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Lisbon, Portugal, 22\u201324 February 2023, vol. 2, pp. 125\u2013136. SCITEPRESS (2023). https:\/\/doi.org\/10.5220\/0011641300003393","DOI":"10.5220\/0011641300003393"},{"key":"9_CR2","doi-asserted-by":"publisher","unstructured":"Abrouk, L., Gross-Amblard, D., Cullot, N.: Community detection in the collaborative web. Int. J. Managing Inf. Technol. (IJMIT) 2(4) (2010). https:\/\/doi.org\/10.5121\/ijmit.2010.2401","DOI":"10.5121\/ijmit.2010.2401"},{"issue":"6","key":"9_CR3","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734\u2013749 (2005)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"10","key":"9_CR4","doi-asserted-by":"publisher","first-page":"872","DOI":"10.4236\/jsea.2014.710078","volume":"7","author":"N Aston","year":"2014","unstructured":"Aston, N., Hertzler, J., Hu, W.: Overlapping community detection in dynamic networks. J. Softw. Eng. Appl. 7(10), 872\u2013882 (2014). https:\/\/doi.org\/10.4236\/jsea.2014.710078","journal-title":"J. Softw. Eng. Appl."},{"key":"9_CR5","doi-asserted-by":"crossref","unstructured":"Baltrunas, T., Makcinskas, F., Ricci, F.: Group recommendations with rank aggregation and collaborative filtering. In: 4th ACM Conference on Recommender Systems, pp. 119\u2013126 (2010)","DOI":"10.1145\/1864708.1864733"},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Baskin, J., Krishnamurthi, S.: Preference aggregation in group recommender systems for committee decision-making. In: 3rd ACM Conference on Recommender Systems, pp. 337\u2013340 (2009)","DOI":"10.1145\/1639714.1639782"},{"issue":"10","key":"9_CR7","doi-asserted-by":"publisher","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech: Theory Exp. 2008(10), P10008 (2008). https:\/\/doi.org\/10.1088\/1742-5468\/2008\/10\/P10008","journal-title":"J. Stat. Mech: Theory Exp."},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Boratto, L., Carta, S., Chessa, A., Agelli, M., Clemente, M.: Group recommendation with automatic identification of users communities. In: IEEE\/WIC\/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, pp. 547\u2013550 (2009)","DOI":"10.1109\/WI-IAT.2009.346"},{"key":"9_CR9","doi-asserted-by":"publisher","unstructured":"Cazabet, R., Amblard, F.: Simulate to detect: a multi-agent system for community detection. In: 2011 IEEE\/WIC\/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), vol. 2, pp. 402\u2013408 (2011). https:\/\/doi.org\/10.1109\/WI-IAT.2011.50","DOI":"10.1109\/WI-IAT.2011.50"},{"issue":"11","key":"9_CR10","first-page":"14127","volume":"38","author":"I Christensen","year":"2011","unstructured":"Christensen, I., Schiaffino, S.: Entertainment recommender systems for group of users. Expert Syst. Appl. 38(11), 14127\u201314135 (2011)","journal-title":"Expert Syst. Appl."},{"key":"9_CR11","doi-asserted-by":"publisher","first-page":"2497","DOI":"10.1007\/s11042-013-1563-0","volume":"72","author":"T De Pessemier","year":"2014","unstructured":"De Pessemier, T., Dooms, S., Martens, L.: Comparison of group recommendation algorithms. Multimedia Tools Appl. 72, 2497\u20132541 (2014)","journal-title":"Multimedia Tools Appl."},{"key":"9_CR12","doi-asserted-by":"publisher","unstructured":"Deng, W., Patil, R., Najjar, L., Shi, Y., Chen, Z.: Incorporating community detection and clustering techniques into collaborative filtering model. In: The 2nd International Conference on Information Technology and Quantitative Management (ITQM 2014), vol. 31, pp. 66\u201374 (2014). https:\/\/doi.org\/10.1016\/j.procs.2014.05.246","DOI":"10.1016\/j.procs.2014.05.246"},{"key":"9_CR13","doi-asserted-by":"crossref","unstructured":"Fang, G., Su, L., Jiang, D., Wu, L.: Group recommendation systems based on external social trust networks. Wirel. Commun. Mobile Comput. (2018)","DOI":"10.1155\/2018\/6709607"},{"key":"9_CR14","doi-asserted-by":"publisher","unstructured":"Fatemi, M., Tokarchuk, L.: A community based social recommender system for individuals and groups. In: 2013 International Conference on Social Computing (SocialCom), pp. 351\u2013356 (2013). https:\/\/doi.org\/10.1109\/SocialCom.2013.55","DOI":"10.1109\/SocialCom.2013.55"},{"issue":"3","key":"9_CR15","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.physrep.2009.11.002","volume":"486","author":"S Fortunato","year":"2010","unstructured":"Fortunato, S.: Community detection in graphs. Phys. Rep. 486(3), 75\u2013174 (2010)","journal-title":"Phys. Rep."},{"key":"9_CR16","doi-asserted-by":"publisher","unstructured":"Gao, Y., Liu, H.: Artificial intelligence-enabled personalization in interactive marketing: a customer journey perspective. J. Res. Interact. Mark. 1\u201318 (2022), https:\/\/doi.org\/10.1108\/JRIM-01-2022-0023","DOI":"10.1108\/JRIM-01-2022-0023"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Hamzaoui, N., Sedqui, A., Lyhyaoui, A.: Multi-criteria collaborative recommender. Int. J. Comput. Linguist. Res. 3(3) (2012)","DOI":"10.1109\/INTECH.2012.6457787"},{"key":"9_CR18","doi-asserted-by":"publisher","unstructured":"He, A.Z., Zhang, Y.: Ai-powered touch points in the customer journey: a systematic literature review and research agenda. J. Res. Interact. Mark. 1\u201320 (2022), https:\/\/doi.org\/10.1108\/JRIM-03-2022-0082","DOI":"10.1108\/JRIM-03-2022-0082"},{"key":"9_CR19","doi-asserted-by":"publisher","unstructured":"Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69(2) (2004). https:\/\/doi.org\/10.1103\/PhysRevE.69.026113","DOI":"10.1103\/PhysRevE.69.026113"},{"key":"9_CR20","doi-asserted-by":"publisher","unstructured":"Nguyen, N.P., Dinh, T.N., Tokala, S., Thai, M.: Overlapping communities in dynamic networks: their detection and mobile applications. In: Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, pp. 85\u201396 (2011). https:\/\/doi.org\/10.1145\/2030613.2030624","DOI":"10.1145\/2030613.2030624"},{"key":"9_CR21","unstructured":"O\u2019Connor, M., Herlocker, J.: Clustering items for collaborative filtering. In: Proceedings of the ACM SIGIR Workshop on Recommender Systems: Algorithms and Evaluation (2001)"},{"key":"9_CR22","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1038\/nature03607","volume":"435","author":"G Palla","year":"2005","unstructured":"Palla, G., Farkas, I., Vicsek, T.: Uncovering the overlapping community structure of complex networks in nature and society. Nature 435, 814\u2013818 (2005). https:\/\/doi.org\/10.1038\/nature03607","journal-title":"Nature"},{"key":"9_CR23","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1007\/978-981-99-1252-0_77","volume-title":"Advances in Computer Science and Ubiquitous Computing","author":"S Peng","year":"2023","unstructured":"Peng, S., et al.: A modern recommendation system survey in the big data era. In: Park, J.S., Yang, L.T., Pan, Y., Park, J.H. (eds.) Advances in Computer Science and Ubiquitous Computing, pp. 577\u2013582. Springer, Singapore (2023). https:\/\/doi.org\/10.1007\/978-981-99-1252-0_77"},{"key":"9_CR24","doi-asserted-by":"publisher","unstructured":"Qiang, H., Yan, G.: A method of personalized recommendation based on multi-label propagation for overlapping community detection. In: The 3rd International Conference on System Science Engineering Design and Manufacturing Informatization, vol. 1, pp. 360\u2013364 (2012). https:\/\/doi.org\/10.1109\/ICSSEM.2012.6340748","DOI":"10.1109\/ICSSEM.2012.6340748"},{"key":"9_CR25","doi-asserted-by":"publisher","unstructured":"Qin, S., Menezes, R., Silaghi, M.: A recommender system for youtube based on its network of reviewers. In: The IEEE International Conference on Social Computing, pp. 323\u2013328 (2010). https:\/\/doi.org\/10.1109\/SocialCom.2010.53","DOI":"10.1109\/SocialCom.2010.53"},{"key":"9_CR26","doi-asserted-by":"publisher","first-page":"1213","DOI":"10.1007\/s10994-016-5582-8","volume":"106","author":"G Rossetti","year":"2016","unstructured":"Rossetti, G., Pappalardo, L., Pedreschi, D., Giannotti, F.: Tiles: an online algorithm for community discovery in dynamic social networks. Mach. Learn. J. 106, 1213\u20131241 (2016)","journal-title":"Mach. Learn. J."},{"key":"9_CR27","doi-asserted-by":"publisher","unstructured":"Rostami, M., Farrahi, V., Ahmadian, S., Mohammad Jafar Jalali, S., Oussalah, M.: A novel healthy and time-aware food recommender system using attributed community detection. Expert Syst. Appl. 221, 119719 (2023). https:\/\/doi.org\/10.1016\/j.eswa.2023.119719. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0957417423002208","DOI":"10.1016\/j.eswa.2023.119719"},{"key":"9_CR28","unstructured":"Sahebi, S., Cohen, W.: Community-based recommendations: a solution to the cold start problem. In: Workshop on Recommender Systems and the Social Web (RSWEB) (2011)"},{"key":"9_CR29","doi-asserted-by":"crossref","unstructured":"Seko, S., Yagi, T., Motegi, M., Muto, S.: Group recommendation using feature space representing behavioral tendency and power balance among members. In: RecSys, pp. 101\u2013108 (2011)","DOI":"10.1145\/2043932.2043953"},{"key":"9_CR30","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.dss.2016.05.002","volume":"87","author":"W Wang","year":"2016","unstructured":"Wang, W., Zhang, G., Lu, J.: Member contribution based group recommender system. Decis. Supp. Syst. 87, 80\u201393 (2016)","journal-title":"Decis. Supp. Syst."},{"key":"9_CR31","doi-asserted-by":"crossref","unstructured":"Xie, J., Chen, M., Szymanski, B.K.: Labelrankt: incremental community detection in dynamic networks via label propagation. CoRR (2013)","DOI":"10.1145\/2489247.2489249"},{"key":"9_CR32","unstructured":"Xin, L., Haihong, E., Junde, S., Meina, S., Junjie, T.: Book recommendation based on community detection. In: Pervasive Computing and the Networked World, pp. 364\u2013373 (2014)"},{"key":"9_CR33","doi-asserted-by":"publisher","unstructured":"Yehuda, K.: Collaborative filtering with temporal dynamics. In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Datamining, pp. 447\u2013456 (2009). https:\/\/doi.org\/10.1145\/1557019.1557072","DOI":"10.1145\/1557019.1557072"},{"key":"9_CR34","doi-asserted-by":"publisher","unstructured":"Yin, B., Yang, Y., Liu, W.: Exploring social activeness and dynamic interest in community-based recommendation system. In: Proceedings of the 23rd International Conference on World Wide Web, pp. 771\u2013776 (2014). https:\/\/doi.org\/10.1145\/2567948.2579237","DOI":"10.1145\/2567948.2579237"},{"key":"9_CR35","doi-asserted-by":"crossref","unstructured":"Yuan, C., Lv, T., Chen, X.: An adaptive group recommender based on overlapping community detection. In: IEEE International Conference on Granular Computing, pp. 402\u2013407 (2013)","DOI":"10.1109\/GrC.2013.6740444"},{"key":"9_CR36","doi-asserted-by":"crossref","unstructured":"Yuan, Q.: Com: a generative model for group recommendation. In: 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 163\u2013172 (2014)","DOI":"10.1145\/2623330.2623616"}],"container-title":["Lecture Notes in Computer Science","Agents and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-55326-4_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T08:47:57Z","timestamp":1710406077000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-55326-4_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031553257","9783031553264"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-55326-4_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"15 March 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICAART","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Agents and Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lisbon","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 February 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 February 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icaart2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icaart.scitevents.org\/?y=2023","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":"PRIMORIS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"306","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":"23","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":"111","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":"8% - 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":"4","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}