{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T04:06:00Z","timestamp":1776139560805,"version":"3.50.1"},"reference-count":131,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2020,11,25]],"date-time":"2020-11-25T00:00:00Z","timestamp":1606262400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,11,25]],"date-time":"2020-11-25T00:00:00Z","timestamp":1606262400000},"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":["Appl Intell"],"published-print":{"date-parts":[[2021,6]]},"DOI":"10.1007\/s10489-020-01962-3","type":"journal-article","created":{"date-parts":[[2020,11,25]],"date-time":"2020-11-25T18:02:30Z","timestamp":1606327350000},"page":"3975-3995","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":78,"title":["Community detection in social recommender systems: a survey"],"prefix":"10.1007","volume":"51","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0263-531X","authenticated-orcid":false,"given":"Fabio","family":"Gasparetti","sequence":"first","affiliation":[]},{"given":"Giuseppe","family":"Sansonetti","sequence":"additional","affiliation":[]},{"given":"Alessandro","family":"Micarelli","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,11,25]]},"reference":[{"key":"1962_CR1","doi-asserted-by":"crossref","unstructured":"Abdrabbah SB, Ayachi R, Amor NB (2016) A dynamic community-based personalization for e-government services. In: Proceedings of 9th international conference on theory and practice of electronic governance, ICEGOV \u201915\u201316. ACM, New York, pp 258\u2013265","DOI":"10.1145\/2910019.2910050"},{"key":"1962_CR2","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1007\/978-3-319-29659-3_11","volume-title":"Social and trust-centric recommender systems","author":"CC Aggarwal","year":"2016","unstructured":"Aggarwal CC (2016) Social and trust-centric recommender systems. Springer International Publishing, Cham, pp 345\u2013384"},{"issue":"2","key":"1962_CR3","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1145\/170036.170072","volume":"22","author":"R Agrawal","year":"1993","unstructured":"Agrawal R, Imieli\u0144ski T, Swami A (1993) Mining association rules between sets of items in large databases. SIGMOD Rec 22(2):207\u2013216","journal-title":"SIGMOD Rec"},{"issue":"4","key":"1962_CR4","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1109\/MITP.2009.76","volume":"11","author":"O Arazy","year":"2009","unstructured":"Arazy O, Kumar N, Shapira B (2009) Improving social recommender systems. IT Prof 11(4):38\u201344","journal-title":"IT Prof"},{"key":"1962_CR5","doi-asserted-by":"crossref","unstructured":"Aslam JA, Montague M (2001) Models for metasearch. In: Proceedings of 24th annual international ACM SIGIR conference on research and development in information retrieval, SIGIR \u201901. ACM, New York, pp 276\u2013284","DOI":"10.1145\/383952.384007"},{"issue":"1","key":"1962_CR6","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/s13278-019-0566-x","volume":"9","author":"M Azaouzi","year":"2019","unstructured":"Azaouzi M, Rhouma D, Romdhane LB (2019) Community detection in large-scale social networks: state-of-the-art and future directions. Social Netw Anal Min 9(1):23","journal-title":"Social Netw Anal Min"},{"key":"1962_CR7","doi-asserted-by":"crossref","unstructured":"Backstrom L, Huttenlocher D, Kleinberg J, Lan X (2006) Group formation in large social networks: membership, growth, and evolution. In: Proceedings of 12th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201906. ACM, New York, pp 44\u201354","DOI":"10.1145\/1150402.1150412"},{"key":"1962_CR8","doi-asserted-by":"crossref","first-page":"9324","DOI":"10.1109\/ACCESS.2018.2890388","volume":"7","author":"X Bai","year":"2019","unstructured":"Bai X, Wang M, Lee I, Yang Z, Kong X, Xia F (2019) Scientific paper recommendation: a survey. IEEE Access 7:9324\u20139339","journal-title":"IEEE Access"},{"key":"1962_CR9","doi-asserted-by":"crossref","unstructured":"Baltrunas L, Makcinskas T, Ricci F (2010) Group recommendations with rank aggregation and collaborative filtering. In: Proceedings of the fourth ACM conference on recommender systems, RecSys \u201910. Association for Computing Machinery, New York, pp 119\u2013126","DOI":"10.1145\/1864708.1864733"},{"key":"1962_CR10","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3:993\u20131022","journal-title":"J Mach Learn Res"},{"key":"1962_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel VD, Guillaume J-L, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech 2008:1\u201312","journal-title":"J Stat Mech"},{"key":"1962_CR12","doi-asserted-by":"crossref","unstructured":"Boehmer J, Jung Y, Wash R (2015) e-commerce recommender systems. The International Encyclopedia of Digital Communication and Society, pp 1\u20138","DOI":"10.1002\/9781118767771.wbiedcs084"},{"key":"1962_CR13","doi-asserted-by":"crossref","first-page":"5211","DOI":"10.1103\/PhysRevLett.86.5211","volume":"86","author":"S Boettcher","year":"2001","unstructured":"Boettcher S, Percus AG (2001) Optimization with extremal dynamics. Phys Rev Lett 86:5211\u20135214","journal-title":"Phys Rev Lett"},{"key":"1962_CR14","doi-asserted-by":"crossref","unstructured":"Boratto L (2016) Group recommender systems: state of the art, emerging aspects and techniques, and research challenges. In: Ferro N, Crestani F, Moens M-F, Mothe J, Silvestri F, Di Nunzio GM, Hauff C, Silvello G (eds) Advances in information retrieval: 38th European conference on IR research, ECIR 2016, Padua, Italy, March 20\u201323, 2016. Proceedings. Springer International Publishing, pp 889\u2013892","DOI":"10.1007\/978-3-319-30671-1_87"},{"key":"1962_CR15","unstructured":"Broder AZ (1997) On the resemblance and containment of documents. In: Proceedings. Compression and complexity of sequences 1997, pp 21\u201329"},{"issue":"4","key":"1962_CR16","doi-asserted-by":"crossref","first-page":"986","DOI":"10.1109\/TCYB.2015.2419263","volume":"46","author":"Z Bu","year":"2016","unstructured":"Bu Z, Wu Z, Cao J, Jiang Y (2016) Local community mining on distributed and dynamic networks from a multiagent perspective. IEEE Trans Cybern 46(4):986\u2013999","journal-title":"IEEE Trans Cybern"},{"issue":"1","key":"1962_CR17","first-page":"743","volume":"63","author":"J Camacho-Collados","year":"2018","unstructured":"Camacho-Collados J, Pilehvar MT (2018) From word to sense embeddings: a survey on vector representations of meaning. J Artif Int Res 63(1):743\u2013788","journal-title":"J Artif Int Res"},{"key":"1962_CR18","doi-asserted-by":"crossref","unstructured":"Cantador I, Fern\u00e1ndez-Tob\u00edas I, Berkovsky S, Cremonesi P (2015) Cross-domain recommender systems. In: Ricci F, Rokach L, Shapira B (eds) Recommender systems handbook. Springer, pp 919\u2013959","DOI":"10.1007\/978-1-4899-7637-6_27"},{"key":"1962_CR19","doi-asserted-by":"crossref","unstructured":"Cazabet R, Amblard F (2011) Simulate to detect: a multi-agent system for community detection. In: 2011 IEEE\/WIC\/ACM international conferences on web intelligence and intelligent agent technology, vol 2, pp 402\u2013408","DOI":"10.1109\/WI-IAT.2011.50"},{"key":"1962_CR20","doi-asserted-by":"crossref","unstructured":"Cazabet R, Amblard F (2014) Dynamic community detection. In: Alhajj R, Rokne J (eds) Encyclopedia of social network analysis and mining. Springer, New York, pp 404\u2013414","DOI":"10.1007\/978-1-4614-6170-8_383"},{"key":"1962_CR21","doi-asserted-by":"crossref","unstructured":"Chakrabarti D, Kumar R, Tomkins A (2006) Evolutionary clustering. In: Proceedings of 12th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201906. ACM, New York, pp 554\u2013560","DOI":"10.1145\/1150402.1150467"},{"key":"1962_CR22","doi-asserted-by":"crossref","unstructured":"Chen J, Geyer W, Dugan C, Muller M, Guy I (2009) Make new friends, but keep the old: recommending people on social networking sites. In: Proceedings of 27th international conference on human factors in computing systems, CHI \u201909. ACM, New York, pp 201\u2013210","DOI":"10.1145\/1518701.1518735"},{"key":"1962_CR23","doi-asserted-by":"crossref","unstructured":"Chi Y, Song X, Zhou D, Hino K, Tseng BL (2007) Evolutionary spectral clustering by incorporating temporal smoothness. In: Proceedings of 13th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201907. ACM, New York, pp 153\u2013162","DOI":"10.1145\/1281192.1281212"},{"key":"1962_CR24","doi-asserted-by":"crossref","unstructured":"Chiericetti F, Dasgupta A, Kumar R, Lattanzi S, Sarl\u00f3s T (2016) On sampling nodes in a network. In: Proceedings of 25th international conference on World Wide Web, WWW \u201916. International World Wide Web Conferences Steering Committee. Republic and Canton of Geneva, Switzerland, pp 471\u2013 481","DOI":"10.1145\/2872427.2883045"},{"key":"1962_CR25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1103\/PhysRevE.70.066111","volume":"70","author":"A Clauset","year":"2004","unstructured":"Clauset A, Newman MEJ, Moore C (2004) Finding community structure in very large networks. Phys Rev E 70:1\u20136","journal-title":"Phys Rev E"},{"key":"1962_CR26","volume-title":"Elements of information theory, 2nd edn","author":"TM Cover","year":"2006","unstructured":"Cover TM, Thomas JA (2006) Elements of information theory, 2nd edn. Wiley, New York"},{"issue":"5","key":"1962_CR27","doi-asserted-by":"crossref","first-page":"1663","DOI":"10.1109\/TSMC.2017.2777889","volume":"50","author":"L Cui","year":"2020","unstructured":"Cui L, Wu J, Pi D, Zhang P, Kennedy P (2020) Dual implicit mining-based latent friend recommendation. IEEE Trans Syst Man Cybern Syst 50(5):1663\u20131678","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"issue":"2","key":"1962_CR28","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1007\/s10844-018-0542-3","volume":"54","author":"S Dara","year":"2020","unstructured":"Dara S, Chowdary CR, Kumar C (2020) A survey on group recommender systems. J Intell Inf Syst 54(2):271\u2013295","journal-title":"J Intell Inf Syst"},{"key":"1962_CR29","doi-asserted-by":"crossref","unstructured":"Das AS, Datar M, Garg A, Rajaram S (2007) Google news personalization: scalable online collaborative filtering. In: Proceedings of the 16th international conference on World Wide Web, WWW, \u201907. Association for Computing Machinery, New York, pp 271\u2013280","DOI":"10.1145\/1242572.1242610"},{"key":"1962_CR30","doi-asserted-by":"crossref","unstructured":"Das J, Mukherjee P, Majumder S, Gupta P (2014) Clustering-based recommender system using principles of voting theory. In: 2014 International conference on contemporary computing and informatics (IC3I), pp 230\u2013235","DOI":"10.1109\/IC3I.2014.7019655"},{"key":"1962_CR31","unstructured":"Datasift (2020) http:\/\/datasift.com. Accessed: 30 May 2020"},{"issue":"6","key":"1962_CR32","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S Deerwester","year":"1990","unstructured":"Deerwester S, Dumais ST, Furnas GW, Landauer TK, Harshman R (1990) Indexing by latent semantic analysis. J Am Soc Inf Sci 41(6):391\u2013407","journal-title":"J Am Soc Inf Sci"},{"key":"1962_CR33","doi-asserted-by":"crossref","unstructured":"Devooght R, Bersini H (2017) Long and short-term recommendations with recurrent neural networks. In: Proceedings of the 25th conference on user modeling, adaptation and personalization, UMAP \u201917. Association for Computing Machinery, New York, pp 13\u201321","DOI":"10.1145\/3079628.3079670"},{"key":"1962_CR34","doi-asserted-by":"crossref","unstructured":"Dou Y, Yang H, Deng X (2016) A survey of collaborative filtering algorithms for social recommender systems. In: 2016 12th International conference on semantics, knowledge and grids (SKG), pp 40\u201346","DOI":"10.1109\/SKG.2016.014"},{"key":"1962_CR35","unstructured":"Douglas EP (2009) Clustering datasets with singular value decomposition. PhD thesis, College of Charleston"},{"key":"1962_CR36","doi-asserted-by":"crossref","first-page":"027104","DOI":"10.1103\/PhysRevE.72.027104","volume":"72","author":"J Duch","year":"2005","unstructured":"Duch J, Arenas A (2005) Community detection in complex networks using extremal optimization. Phys Rev E 72:027104","journal-title":"Phys Rev E"},{"issue":"2","key":"1962_CR37","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1007\/s41060-019-00181-5","volume":"9","author":"B Edizel","year":"2020","unstructured":"Edizel B, Bonchi F, Hajian S, Panisson A, Tassa T (2020) Fairecsys: mitigating algorithmic bias in recommender systems. Int J Data Sci Anal 9(2):197\u2013213","journal-title":"Int J Data Sci Anal"},{"key":"1962_CR38","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1016\/j.physa.2014.02.075","volume":"405","author":"W Fan","year":"2014","unstructured":"Fan W, Yeung A (2014) Incorporating profile information in community detection for online social networks. Phys A: Stat Mech Appl 405:226\u2013234","journal-title":"Phys A: Stat Mech Appl"},{"issue":"1","key":"1962_CR39","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1111\/coin.12117","volume":"34","author":"H Fani","year":"2018","unstructured":"Fani H, Bagheri E, Zarrinkalam F, Zhao X, Du W (2018) Finding diachronic like-minded users. Comput Intell 34(1):124\u2013144","journal-title":"Comput Intell"},{"issue":"2","key":"1962_CR40","doi-asserted-by":"crossref","first-page":"102056","DOI":"10.1016\/j.ipm.2019.102056","volume":"57","author":"H Fani","year":"2020","unstructured":"Fani H, Jiang E, Bagheri E, Al-Obeidat F, Du W, Kargar M (2020) User community detection via embedding of social network structure and temporal content. Inf Process Manag 57(2):102056","journal-title":"Inf Process Manag"},{"key":"1962_CR41","doi-asserted-by":"crossref","unstructured":"Fatemi M, Nadia L (2013) A community based social recommender system for individuals & groups. In: 2013 International conference on social computing (SocialCom), pp 351\u2013356","DOI":"10.1109\/SocialCom.2013.55"},{"issue":"7","key":"1962_CR42","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1016\/j.im.2015.02.004","volume":"52","author":"H Feng","year":"2015","unstructured":"Feng H, Tian J, Wang HJ, Li M (2015) Personalized recommendations based on time-weighted overlapping community detection. Inf Manag 52(7):789\u2013800. Novel applications of social media analytics","journal-title":"Inf Manag"},{"issue":"1","key":"1962_CR43","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1504\/IJSNM.2012.045106","volume":"1","author":"E Ferrara","year":"2012","unstructured":"Ferrara E (2012) Community structure discovery in Facebook. IJSNM 1(1):67\u201390","journal-title":"IJSNM"},{"issue":"3\u20135","key":"1962_CR44","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.physrep.2009.11.002","volume":"486","author":"S Fortunato","year":"2010","unstructured":"Fortunato S (2010) Community detection in graphs. Phys Rep 486(3\u20135):75\u2013174","journal-title":"Phys Rep"},{"key":"1962_CR45","first-page":"54","volume-title":"User profiles for personalized information access","author":"S Gauch","year":"2007","unstructured":"Gauch S, Speretta M, Chandramouli A, Micarelli A (2007) User profiles for personalized information access. Springer, Berlin, pp 54\u201389"},{"key":"1962_CR46","doi-asserted-by":"crossref","unstructured":"Gauch S, Speretta M, Chandramouli A, Micarelli A (2007) User profiles for personalized information access. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web. Springer, Berlin, pp 54\u201389","DOI":"10.1007\/978-3-540-72079-9_2"},{"issue":"12","key":"1962_CR47","doi-asserted-by":"crossref","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M Girvan","year":"2002","unstructured":"Girvan M, Newman MEJ (2002) Community structure in social and biological networks. Proc Natl Acad Sci 99(12):7821\u20137826","journal-title":"Proc Natl Acad Sci"},{"issue":"12","key":"1962_CR48","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1145\/138859.138867","volume":"35","author":"D Goldberg","year":"1992","unstructured":"Goldberg D, Nichols D, Oki BM, Terry D (1992) Using collaborative filtering to weave an information tapestry. Commun ACM 35(12):61\u201370","journal-title":"Commun ACM"},{"issue":"6","key":"1962_CR49","doi-asserted-by":"crossref","first-page":"1360","DOI":"10.1086\/225469","volume":"78","author":"MS Granovetter","year":"1973","unstructured":"Granovetter MS (1973) The strength of weak ties. Am J Sociol 78(6):1360\u20131380","journal-title":"Am J Sociol"},{"key":"1962_CR50","doi-asserted-by":"crossref","unstructured":"Groh G, Birnkammerer S, K\u00f6llhofer V (2012) Social recommender systems. In: Recommender systems for the social web, vol 32. Springer, Berlin, pp 3\u201342","DOI":"10.1007\/978-3-642-25694-3_1"},{"issue":"7028","key":"1962_CR51","doi-asserted-by":"crossref","first-page":"895","DOI":"10.1038\/nature03288","volume":"433","author":"R Guimera","year":"2005","unstructured":"Guimera R, Amaral LAN (2005) Functional cartography of complex metabolic networks. Nature 433(7028):895\u2013900","journal-title":"Nature"},{"key":"1962_CR52","doi-asserted-by":"crossref","unstructured":"Gurini DF, Gasparetti F, Micarelli A, Sansonetti G (2014) iscur: interest and sentiment-based community detection for user recommendation on Twitter. In: Dimitrova V, Kuflik T, Chin D, Ricci F, Dolog P, Houben G-J (eds) UMAP, volume 8538 of Lecture Notes in Computer Science. Springer, pp 314\u2013319","DOI":"10.1007\/978-3-319-08786-3_27"},{"issue":"4","key":"1962_CR53","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2827872","volume":"5","author":"MF Harper","year":"2015","unstructured":"Harper MF, Konstan JA (2015) The movielens datasets: history and context. ACM Trans Interact Intell Syst 5(4):1\u201319","journal-title":"ACM Trans Interact Intell Syst"},{"issue":"3","key":"1962_CR54","doi-asserted-by":"crossref","first-page":"1495","DOI":"10.1007\/s10462-017-9599-6","volume":"52","author":"F Hemmatian","year":"2019","unstructured":"Hemmatian F, Sohrabi MK (2019) A survey on classification techniques for opinion mining and sentiment analysis. Artif Intell Rev 52(3):1495\u20131545","journal-title":"Artif Intell Rev"},{"key":"1962_CR55","doi-asserted-by":"crossref","unstructured":"Hofmann T (1999) Probabilistic latent semantic indexing. In: Proceedings of the 22nd annual international ACM SIGIR conference on research and development in information retrieval, SIGIR \u201999. Association for Computing Machinery, New York, pp 50\u201357","DOI":"10.1145\/312624.312649"},{"issue":"1","key":"1962_CR56","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.elerap.2009.04.006","volume":"9","author":"T Hogg","year":"2010","unstructured":"Hogg T (2010) Inferring preference correlations from social networks. Electron Commerce Res Appl 9(1):29\u201337. Special Issue: Social Networks and Web 2.0","journal-title":"Electron Commerce Res Appl"},{"key":"1962_CR57","doi-asserted-by":"crossref","unstructured":"Hu Y, Koren Y, Volinsky C (2008) Collaborative filtering for implicit feedback datasets. In: Proceedings of 2008 eighth IEEE international conference on data mining, ICDM \u201908. IEEE Computer Society, Washington, DC, pp 263\u2013272","DOI":"10.1109\/ICDM.2008.22"},{"key":"1962_CR58","doi-asserted-by":"crossref","unstructured":"Hu Z, Yao J, Cui B, Xing E (2015) Community level diffusion extraction. In: Proceedings of the 2015 ACM SIGMOD international conference on management of data, SIGMOD \u201915. Association for Computing Machinery, New York, pp 1555\u20131569","DOI":"10.1145\/2723372.2723737"},{"key":"1962_CR59","unstructured":"Twitter Inc (2020) Twitter for developers. https:\/\/developer.twitter.com\/. Accessed: 30 May 2020"},{"key":"1962_CR60","unstructured":"Internet movie database. https:\/\/www.imdb.com, 2020. Accessed: 30 May 2020"},{"key":"1962_CR61","doi-asserted-by":"crossref","unstructured":"Jamali M, Ester M (2010) A matrix factorization technique with trust propagation for recommendation in social networks. In: Proceedings of fourth ACM conference on recommender systems, RecSys \u201910. ACM, New York, pp 135\u2013142","DOI":"10.1145\/1864708.1864736"},{"issue":"3","key":"1962_CR62","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1007\/s11257-017-9194-1","volume":"27","author":"D Jannach","year":"2017","unstructured":"Jannach D, Ludewig M, Lerche L (2017) Session-based item recommendation in e-commerce: on short-term intents, reminders, trends and discounts. User Model User-Adapted Interact 27(3):351\u2013392","journal-title":"User Model User-Adapted Interact"},{"key":"1962_CR63","doi-asserted-by":"crossref","unstructured":"Kamahara J, Asakawa T, Shimojo S, Miyahara H (2005) A community-based recommendation system to reveal unexpected interests. In: 11th International multimedia modelling conference, pp 433\u2013438","DOI":"10.1109\/MMMC.2005.5"},{"issue":"6","key":"1962_CR64","doi-asserted-by":"crossref","first-page":"1203","DOI":"10.1016\/j.ipm.2018.04.008","volume":"54","author":"M Karimi","year":"2018","unstructured":"Karimi M, Jannach D, Jugovac M (2018) News recommender systems\u2013survey and roads ahead. Inf Process Manag 54(6):1203\u20131227","journal-title":"Inf Process Manag"},{"key":"1962_CR65","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1287\/moor.12.2.262","volume":"12","author":"MN Katehakis","year":"1987","unstructured":"Katehakis MN, Veinott AF (1987) The multi-armed bandit problem: decomposition and computation. Math Oper Res 12:262\u2013268","journal-title":"Math Oper Res"},{"key":"1962_CR66","unstructured":"Sen A, Arrow KJ, Suzumura K (eds) (2011) Handbook of social choice and welfare. Handbook of Social Choice and Welfare. Elsevier"},{"issue":"3","key":"1962_CR67","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3073565","volume":"50","author":"MM Khan","year":"2017","unstructured":"Khan MM, Ibrahim R, Ghani I, systems (2017) Cross domain recommender: a systematic literature review. 50(3). ACM Comput Surv 50(3):1\u201334","journal-title":"ACM Comput Surv"},{"key":"1962_CR68","doi-asserted-by":"crossref","unstructured":"Kleinberg J (2000) The small-world phenomenon: an algorithmic perspective. In: Proceedings of the thirty-second annual ACM symposium on theory of computing, STOC \u201900. Association for Computing Machinery, New York, pp 163\u2013170","DOI":"10.1145\/335305.335325"},{"issue":"8","key":"1962_CR69","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren Y, Bell R, Volinsky C (2009) Matrix factorization techniques for recommender systems. Computer 42(8):30\u201337","journal-title":"Computer"},{"key":"1962_CR70","doi-asserted-by":"crossref","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 (2016) A survey of serendipity in recommender systems. Knowl-Based Syst 111:180\u2013192","journal-title":"Knowl-Based Syst"},{"key":"1962_CR71","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1016\/j.knosys.2017.02.009","volume":"123","author":"M Kunaver","year":"2017","unstructured":"Kunaver M, Po\u017erl T (2017) Diversity in recommender systems\u2014a survey. Knowl-Based Syst 123:154\u2013162","journal-title":"Knowl-Based Syst"},{"key":"1962_CR72","doi-asserted-by":"crossref","unstructured":"Lalwani D, Somayajulu DVLN, Radha Krishna P (2015) A community driven social recommendation system. In: 2015 IEEE International conference on big data (big data), pp 821\u2013826","DOI":"10.1109\/BigData.2015.7363828"},{"issue":"3","key":"1962_CR73","doi-asserted-by":"crossref","first-page":"033015","DOI":"10.1088\/1367-2630\/11\/3\/033015","volume":"11","author":"A Lancichinetti","year":"2009","unstructured":"Lancichinetti A, Fortunato S, Kert\u00e9sz J (2009) Detecting the overlapping and hierarchical community structure in complex networks. New J Phys 11(3):033015","journal-title":"New J Phys"},{"issue":"5","key":"1962_CR74","doi-asserted-by":"crossref","first-page":"1201","DOI":"10.1109\/TMM.2014.2311012","volume":"16","author":"K Lee","year":"2014","unstructured":"Lee K, Lee K (2014) Using dynamically promoted experts for music recommendation. IEEE Trans Multimed 16(5):1201\u20131210","journal-title":"IEEE Trans Multimed"},{"key":"1962_CR75","doi-asserted-by":"crossref","unstructured":"Leskovec J, Faloutsos C (2006) Sampling from large graphs. In: Proceedings of 12th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201906. ACM, New York, pp 631\u2013636","DOI":"10.1145\/1150402.1150479"},{"issue":"11","key":"1962_CR76","doi-asserted-by":"crossref","first-page":"1477","DOI":"10.1287\/mnsc.1030.0136","volume":"50","author":"DZ Levin","year":"2004","unstructured":"Levin DZ, Cross R (2004) The strength of weak ties you can trust: the mediating role of trust in effective knowledge transfer. Manag Sci 50(11):1477\u20131490","journal-title":"Manag Sci"},{"key":"1962_CR77","doi-asserted-by":"crossref","unstructured":"Li L, Tang XJ (2016) A solution to the cold-start problem in recommender systems based on social choice theory. In: Lavangnananda K, Phon-Amnuaisuk S, Engchuan W, Chan JH (eds) The 19th Asia Pacific symposium, IES 2015, Bangkok, Thailand, 2015. Proceedings. Springer International Publishing, pp 267\u2013279","DOI":"10.1007\/978-3-319-27000-5_22"},{"key":"1962_CR78","doi-asserted-by":"crossref","unstructured":"Li H, Wu D, Tang W, Mamoulis N (2015) Overlapping community regularization for rating prediction in social recommender systems. In: Proceedings of 9th ACM conference on recommender systems, RecSys \u201915. ACM, New York, pp 27\u201334","DOI":"10.1145\/2792838.2800171"},{"issue":"6","key":"1962_CR79","doi-asserted-by":"crossref","first-page":"6939","DOI":"10.1007\/s11042-018-6445-z","volume":"78","author":"Z Li","year":"2019","unstructured":"Li Z, Fan Y, Jiang B, Lei T, Liu W (2019) A survey on sentiment analysis and opinion mining for social multimedia. Multimed Tools Appl 78(6):6939\u20136967","journal-title":"Multimed Tools Appl"},{"key":"1962_CR80","doi-asserted-by":"crossref","unstructured":"Liben-Nowell D, Kleinberg J (2003) The link prediction problem for social networks. In: Proceedings of twelfth international conference on information and knowledge management, CIKM \u201903. ACM, New York, pp 556\u2013559","DOI":"10.1145\/956863.956972"},{"issue":"2","key":"1962_CR81","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s10844-016-0440-5","volume":"49","author":"S Lin","year":"2017","unstructured":"Lin S, Hong W, Wang D, Li T (2017) A survey on expert finding techniques. J Intell Inf Syst 49(2):255\u2013279","journal-title":"J Intell Inf Syst"},{"issue":"7","key":"1962_CR82","doi-asserted-by":"crossref","first-page":"4772","DOI":"10.1016\/j.eswa.2009.12.061","volume":"37","author":"F Liu","year":"2010","unstructured":"Liu F, Lee HJ (2010) Use of social network information to enhance collaborative filtering performance. Expert Syst Appl 37(7):4772\u20134778","journal-title":"Expert Syst Appl"},{"key":"1962_CR83","doi-asserted-by":"crossref","unstructured":"Liu J, Aggarwal C, Han J (2015) On integrating network and community discovery. In: Proceedings of eighth ACM international conference on web search and data mining, WSDM \u201915. ACM, New York, pp 117\u2013126","DOI":"10.1145\/2684822.2685323"},{"key":"1962_CR84","doi-asserted-by":"crossref","unstructured":"Liu H, Yang F, Liu D (2016) Genetic algorithm optimizing modularity for community detection in complex networks. In: 2016 35th Chinese control conference (CCC), pp 1252\u20131256","DOI":"10.1109\/ChiCC.2016.7553259"},{"key":"1962_CR85","doi-asserted-by":"crossref","first-page":"242","DOI":"10.1016\/j.jss.2014.04.046","volume":"95","author":"M Lu","year":"2014","unstructured":"Lu M, Qin Z, Cao Y, Liu Z, Wang M (2014) Scalable news recommendation using multi-dimensional similarity and jaccard\u2013kmeans clustering. J Syst Softw 95:242\u2013251","journal-title":"J Syst Softw"},{"key":"1962_CR86","doi-asserted-by":"crossref","unstructured":"Ma H, Yang H, Lyu MR, Sorec IK (2008) Social recommendation using probabilistic matrix factorization. In: Proceedings of 17th ACM conference on information and knowledge management, CIKM \u201908. ACM, New York, pp 931\u2013940","DOI":"10.1145\/1458082.1458205"},{"key":"1962_CR87","doi-asserted-by":"crossref","unstructured":"Ma H, King I, Lyu MR (2009) Learning to recommend with social trust ensemble. In: Proceedings of 32nd international ACM SIGIR conference on research and development in information retrieval, SIGIR \u201909. ACM, New York, pp 203\u2013210","DOI":"10.1145\/1571941.1571978"},{"key":"1962_CR88","doi-asserted-by":"crossref","unstructured":"Ma J, Wen J, Zhong M, Liu L, Li C, Chen W, Yang Y, Tu H, Li X (2019) Dbrec: dual-bridging recommendation via discovering latent groups. In: Proceedings of the 28th ACM international conference on information and knowledge management, CIKM \u201919. Association for Computing Machinery, New York, pp 1513\u20131522","DOI":"10.1145\/3357384.3357892"},{"key":"1962_CR89","doi-asserted-by":"crossref","unstructured":"Ma X, Lu H, Gan Z (2014) Improving recommendation accuracy by combining trust communities and collaborative filtering. In: Proceedings of 23rd ACM international conference on conference on information and knowledge management, CIKM \u201914. ACM, New York, pp 1951\u20131954","DOI":"10.1145\/2661829.2662085"},{"key":"1962_CR90","doi-asserted-by":"crossref","unstructured":"Ma X, Lu H, Gan Z, Ma Y (2014) Improving recommendation accuracy with clustering-based social regularization. In: Chen L, Jia Y, Sellis T, Liu G (eds) Web technologies and applications. Springer International Publishing, Cham, pp 177\u2013188","DOI":"10.1007\/978-3-319-11116-2_16"},{"key":"1962_CR91","volume-title":"Foundations of statistical natural language processing","author":"CD Manning","year":"1999","unstructured":"Manning CD, Sch\u00fctze H (1999) Foundations of statistical natural language processing. MIT Press, Cambridge"},{"key":"1962_CR92","doi-asserted-by":"crossref","unstructured":"Massa P, Avesani P (2007) Trust-aware recommender systems. In: Proceedings of 2007 ACM conference on recommender systems, RecSys \u201907. ACM, New York, pp 17\u201324","DOI":"10.1145\/1297231.1297235"},{"key":"1962_CR93","doi-asserted-by":"crossref","first-page":"69009","DOI":"10.1109\/ACCESS.2018.2880197","volume":"6","author":"R Mu","year":"2018","unstructured":"Mu R (2018) A survey of recommender systems based on deep learning. IEEE Access 6:69009\u201369022","journal-title":"IEEE Access"},{"key":"1962_CR94","unstructured":"Narayanan A, Chandramohan M, Venkatesan R, Chen L, Liu Y, Jaiswal S (2017) graph2vec: learning distributed representations of graphs. CoRR, arXiv:1707.05005"},{"issue":"6","key":"1962_CR95","doi-asserted-by":"crossref","first-page":"678","DOI":"10.14778\/2735703.2735707","volume":"8","author":"A Nazi","year":"2015","unstructured":"Nazi A, Zhou Z, Thirumuruganathan S, Zhang N, Das G (2015) Walk, not wait: faster sampling over online social networks. Proc VLDB Endow 8(6):678\u2013689","journal-title":"Proc VLDB Endow"},{"key":"1962_CR96","unstructured":"Nepal S, Paris C, Bista SK (2012) Srec: a social behaviour based recommender for online communities. In: Herder E, Yacef K, Chen L, Weibelzahl S (eds) Workshop and poster proceedings of 20th conference on user modeling, adaptation, and personalization, Montreal, Canada, July 16\u201320, 2012, volume 872 of CEUR Workshop Proceedings. CEUR-WS.org"},{"issue":"2","key":"1962_CR97","doi-asserted-by":"crossref","first-page":"6:1","DOI":"10.1145\/2774974","volume":"15","author":"S Nepal","year":"2015","unstructured":"Nepal S, Paris C, Pour PA, Freyne J, Bista SK (2015) Interaction-based recommendations for online communities. ACM Trans Internet Technol 15(2):6:1\u20136:21","journal-title":"ACM Trans Internet Technol"},{"key":"1962_CR98","first-page":"1","volume":"69","author":"MEJ Newman","year":"2003","unstructured":"Newman MEJ (2003) Fast algorithm for detecting community structure in networks. Phys Rev E 69:1\u20135","journal-title":"Phys Rev E"},{"issue":"2","key":"1962_CR99","doi-asserted-by":"crossref","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"M Newman","year":"2004","unstructured":"Newman M, Girvan M (2004) Finding and evaluating community structure in networks. Phys Rev E 69(2):026113","journal-title":"Phys Rev E"},{"key":"1962_CR100","unstructured":"O\u2019Connor M, Herlocker JL (1999) Clustering items for collaborative filtering. In: Proceedings of ACM SIGIR workshop on recommender systems algorithms and evaluation, Berkeley"},{"key":"1962_CR101","doi-asserted-by":"crossref","unstructured":"Pan R, Zhou Y, Cao B, Liu NN, Lukose R, Scholz M, Yang Q (2008) One-class collaborative filtering. In: Proceedings of 2008 Eighth IEEE international conference on data mining, ICDM \u201908. IEEE Computer Society, Washington, DC, pp 502\u2013511","DOI":"10.1109\/ICDM.2008.16"},{"key":"1962_CR102","unstructured":"Pennock DM, Horvitz E, Giles CL (2000) Social choice theory and recommender systems: analysis of the axiomatic foundations of collaborative filtering. In: Proceedings of seventeenth national conference on artificial intelligence and twelfth conference on innovative applications of artificial intelligence. AAAI Press, pp 729\u2013734"},{"issue":"6","key":"1962_CR103","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1016\/j.ipm.2014.07.005","volume":"50","author":"G Petz","year":"2014","unstructured":"Petz G, Karpowicz M, F\u00fcrschu\u00df H, Auinger A, St\u0159\u00edtesk\u00fd V, Holzinger A (2014) Computational approaches for mining user\u2019s opinions on the web 2.0. Inf Process Manag 50(6):899\u2013908","journal-title":"Inf Process Manag"},{"issue":"4","key":"1962_CR104","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"},{"issue":"5","key":"1962_CR105","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1007\/s11257-012-9125-0","volume":"23","author":"L Pizzato","year":"2013","unstructured":"Pizzato L, Rej T, Akehurst J, Koprinska I, Yacef K, Kay J (2013) Recommending people to people: the nature of reciprocal recommenders with a case study in online dating. User Model User-Adapted Interact 23(5):447\u2013488","journal-title":"User Model User-Adapted Interact"},{"issue":"1","key":"1962_CR106","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1145\/1007730.1007739","volume":"6","author":"B Raskutti","year":"2004","unstructured":"Raskutti B, Kowalczyk A (2004) Extreme re-balancing for svms A case study. SIGKDD Explor Newsl 6(1):60\u201369","journal-title":"SIGKDD Explor Newsl"},{"key":"1962_CR107","doi-asserted-by":"crossref","unstructured":"Reddy PK, Kitsuregawa M, Sreekanth P, Rao SS (2002) A graph based approach to extract a neighborhood customer community for collaborative filtering. In: Proceedings of second international workshop on databases in networked information systems, DNIS \u201902. Springer, London, pp 188\u2013200","DOI":"10.1007\/3-540-36233-9_15"},{"key":"1962_CR108","doi-asserted-by":"crossref","unstructured":"Ribeiro B, Towsley D (2010) Estimating and sampling graphs with multidimensional random walks. In: Proceedings of 10th ACM SIGCOMM conference on internet measurement, IMC \u201910. ACM, New York, pp 390\u2013403","DOI":"10.1145\/1879141.1879192"},{"key":"1962_CR109","unstructured":"Sahebi S, Cohen W (2011) Community-based recommendations: a solution to the cold start problem. In: Workshop on recommender systems and the social web (RSWEB), held in conjunction with ACM RecSys 2011"},{"issue":"2","key":"1962_CR110","doi-asserted-by":"crossref","first-page":"25","DOI":"10.3390\/computation7020025","volume":"7","author":"AK Sahoo","year":"2019","unstructured":"Sahoo AK, Pradhan C, Barik RK, Dubey H (2019) Deepreco: deep learning based health recommender system using collaborative filtering. Computation 7(2):25","journal-title":"Computation"},{"key":"1962_CR111","unstructured":"Sarwar BM, Karypis G, Konstan J, Riedl J (2002) Recommender systems for large-scale E-commerce: scalable neighborhood formation using clustering. In: 5th International conference on computer information technology (ICCIT)"},{"key":"1962_CR112","doi-asserted-by":"crossref","unstructured":"Shi J, Bin Wu, Lin X (2015) A latent group model for group recommendation. In: 2015 IEEE International conference on mobile services, pp 233\u2013238","DOI":"10.1109\/MobServ.2015.41"},{"issue":"2","key":"1962_CR113","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1007\/s10462-019-09684-w","volume":"53","author":"J Shokeen","year":"2020","unstructured":"Shokeen J, Rana C (2020) A study on features of social recommender systems. Artif Intell Rev 53(2):965\u2013988","journal-title":"Artif Intell Rev"},{"key":"1962_CR114","doi-asserted-by":"crossref","unstructured":"SocialGist Socialgist. https:\/\/socialgist.com. Accessed: 30 May 2020. 2020","DOI":"10.1144\/geosci-30-4"},{"key":"1962_CR115","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/j.is.2014.10.001","volume":"58","author":"LH Son","year":"2016","unstructured":"Son LH (2016) Dealing with the new user cold-start problem in recommender systems: a comparative review. Inf Syst 58:87\u2013104","journal-title":"Inf Syst"},{"key":"1962_CR116","unstructured":"Statista Number of social media users worldwide from 2010 to 2023 (in billions), December 2019. Last retrieved: 2 April 2020"},{"key":"1962_CR117","doi-asserted-by":"crossref","unstructured":"Tchuente D, Canut M-F, Baptiste-Jessel N, Peninou A, Sedes F (2012) A community based algorithm for deriving users\u2019 profiles from egocentrics networks. In: Proceedings of 2012 international conference on advances in social networks analysis and mining (ASONAM 2012), ASONAM \u201912. IEEE Computer Society, Washington, DC, pp 266\u2013273","DOI":"10.1109\/ASONAM.2012.53"},{"issue":"9","key":"1962_CR118","doi-asserted-by":"crossref","first-page":"1363","DOI":"10.1093\/ietisy\/e90-d.9.1363","volume":"E90-D","author":"KQ Truong","year":"2007","unstructured":"Truong KQ, Ishikawa F, Honiden S (2007) Improving accuracy of recommender system by item clustering. IEICE - Trans Inf Syst E90-D(9):1363\u20131373","journal-title":"IEICE - Trans Inf Syst"},{"key":"1962_CR119","unstructured":"Ungar LH, Foster DP (1998) Clustering methods for collaborative filtering. In: Workshop on recommender systems at the 15th national conference on artificial intelligence (AAAI\u201998). AAAI Press, Madison, pp 112\u2013125"},{"key":"1962_CR120","unstructured":"Germany University of Trier (2020) Database systems and logic programming. https:\/\/dblp.org\/. Accessed: 30 May 2020"},{"key":"1962_CR121","unstructured":"Veli\u010dkovi\u0107 P, Cucurull G, Casanova A, Romero A, Li\u00f2 P, Bengio Y (2018) Graph attention networks. In: International conference on learning representations"},{"key":"1962_CR122","doi-asserted-by":"crossref","unstructured":"Wasserman S, Faust K (1994) Social network analysis: methods and applications. In: Granovetter M (ed) Social network analysis: methods and applications (structural analysis in the social sciences). Cambridge University Press","DOI":"10.1017\/CBO9780511815478"},{"key":"1962_CR123","doi-asserted-by":"crossref","unstructured":"Wu Q, Zhang H, Gao X, He P, Weng P, Gao H, Chen G (2019) Dual graph attention networks for deep latent representation of multifaceted social effects in recommender systems. In: The World Wide Web conference, WWW \u201919. Association for Computing Machinery, New York, pp 2091\u20132102","DOI":"10.1145\/3308558.3313442"},{"key":"1962_CR124","doi-asserted-by":"crossref","unstructured":"Xu B, Bu J, Chen C, Cai D (2012) An exploration of improving collaborative recommender systems via user-item subgroups. In: Proceedings of 21st international conference on World Wide Web, WWW \u201912. ACM, New York, pp 21\u201330","DOI":"10.1145\/2187836.2187840"},{"issue":"3","key":"1962_CR125","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/s41060-016-0015-0","volume":"1","author":"C Yang","year":"2016","unstructured":"Yang C, Zhou Y, Chen L, Zhang X, Chiu DM (2016) Social-group-based ranking algorithms for cold-start video recommendation. Int J Data Sci Anal 1(3):165\u2013175","journal-title":"Int J Data Sci Anal"},{"key":"1962_CR126","doi-asserted-by":"crossref","unstructured":"Yang X, Steck H, Liu Y (2012) Circle-based recommendation in online social networks. In: Proceedings of 18th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201912. ACM, New York, pp 1267\u20131275","DOI":"10.1145\/2339530.2339728"},{"key":"1962_CR127","doi-asserted-by":"crossref","unstructured":"Yanxiang L, Deke G, Fei C, Honghui C (2013) User-based clustering with top-n recommendation on cold-start problem. In: 2013 Third international conference on intelligent system design and engineering applications, pp 1585\u20131589","DOI":"10.1109\/ISDEA.2012.381"},{"key":"1962_CR128","doi-asserted-by":"crossref","unstructured":"Yin B, Yang Y, Liu W (2014) Exploring social activeness and dynamic interest in community-based recommender system. In: Proceedings of 23rd international conference on World Wide Web, WWW \u201914 Companion. ACM, New York, pp 771\u2013776","DOI":"10.1145\/2567948.2579237"},{"key":"1962_CR129","doi-asserted-by":"crossref","unstructured":"Zhao G, Lee ML, Hsu W, Chen W, Hu H (2013) Community-based user recommendation in uni-directional social networks. In: Proceedings of 22nd ACM international conference on information & knowledge management, CIKM \u201913. ACM, New York, pp 189\u2013198","DOI":"10.1145\/2505515.2505533"},{"key":"1962_CR130","doi-asserted-by":"crossref","unstructured":"Zhou TC, Ma H, Lyu MR, King I (2010) Userrec: a user recommendation framework in social tagging systems. In: Proceedings of the twenty-fourth AAAI conference on artificial intelligence, AAAI\u201910. AAAI Press, pp 1486\u20131491","DOI":"10.1609\/aaai.v24i1.7524"},{"issue":"2","key":"1962_CR131","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1002\/asi.24106","volume":"70","author":"S Zigron","year":"2019","unstructured":"Zigron S, Bronstein J (2019) Help is where you find it: the role of weak ties networks as sources of information and support in virtual health communities. J Assoc Inf Sci Technol 70(2):130\u2013139","journal-title":"J Assoc Inf Sci Technol"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-020-01962-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10489-020-01962-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-020-01962-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,13]],"date-time":"2023-10-13T22:47:25Z","timestamp":1697237245000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10489-020-01962-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11,25]]},"references-count":131,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2021,6]]}},"alternative-id":["1962"],"URL":"https:\/\/doi.org\/10.1007\/s10489-020-01962-3","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,11,25]]},"assertion":[{"value":"18 September 2020","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 November 2020","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}