{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:47:54Z","timestamp":1761648474947},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,6,6]],"date-time":"2017-06-06T00:00:00Z","timestamp":1496707200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1007\/s10115-017-1066-9","type":"journal-article","created":{"date-parts":[[2017,6,6]],"date-time":"2017-06-06T04:28:52Z","timestamp":1496723332000},"page":"1-13","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Exploiting reciprocity toward link prediction"],"prefix":"10.1007","volume":"55","author":[{"given":"Niladri","family":"Sett","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Devesh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sanasam Ranbir","family":"Singh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sukumar","family":"Nandi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,6,6]]},"reference":[{"issue":"1","key":"1066_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s13278-016-0333-1","volume":"6","author":"C Ahmed","year":"2016","unstructured":"Ahmed C, ElKorany A, Bahgat R (2016) A supervised learning approach to link prediction in twitter. Soc Netw Anal Min 6(1):1\u201311","journal-title":"Soc Netw Anal Min"},{"issue":"2","key":"1066_CR2","doi-asserted-by":"crossref","first-page":"9:1","DOI":"10.1145\/2180861.2180866","volume":"6","author":"LM Aiello","year":"2012","unstructured":"Aiello LM, Barrat A, Schifanella R, Cattuto C, Markines B, Menczer F (2012) Friendship prediction and homophily in social media. ACM Trans Web 6(2):9:1\u20139:33","journal-title":"ACM Trans Web"},{"key":"1066_CR3","doi-asserted-by":"crossref","unstructured":"Barbieri N, Bonchi F, Manco G (2014) Who to follow and why: link prediction with explanations. In: Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 1266\u20131275. ACM","DOI":"10.1145\/2623330.2623733"},{"issue":"8","key":"1066_CR4","doi-asserted-by":"crossref","first-page":"720","DOI":"10.1038\/nbt.2601","volume":"31","author":"B Barzel","year":"2013","unstructured":"Barzel B, Barab\u00e1si A-L (2013) Network link prediction by global silencing of indirect correlations. Nat Biotechnol 31(8):720\u2013725","journal-title":"Nat Biotechnol"},{"key":"1066_CR5","doi-asserted-by":"crossref","unstructured":"Benchettara N, Kanawati R, Rouveirol C (2010) Supervised machine learning applied to link prediction in bipartite social networks. In: 2010 international conference on advances in social networks analysis and mining (ASONAM), pp 326\u2013330. IEEE","DOI":"10.1109\/ASONAM.2010.87"},{"issue":"7191","key":"1066_CR6","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1038\/nature06830","volume":"453","author":"A Clauset","year":"2008","unstructured":"Clauset A, Moore C, Newman ME (2008) Hierarchical structure and the prediction of missing links in networks. Nature 453(7191):98\u2013101","journal-title":"Nature"},{"key":"1066_CR7","doi-asserted-by":"crossref","unstructured":"De\u00a0S\u00e1 HR, Prud\u00eancio RB (2011) Supervised link prediction in weighted networks. In: Proceedings of the 2011 international joint conference on neural networks (IJCNN), pp 2281\u20132288. IEEE","DOI":"10.1109\/IJCNN.2011.6033513"},{"issue":"6","key":"1066_CR8","doi-asserted-by":"crossref","first-page":"1360","DOI":"10.1086\/225469","volume":"78","author":"M Granovetter","year":"1973","unstructured":"Granovetter M (1973) The strength of weak ties. Am J Sociol 78(6):1360\u20131380","journal-title":"Am J Sociol"},{"key":"1066_CR9","doi-asserted-by":"crossref","unstructured":"Gupta P, Goel A, Lin J, Sharma A, Wang D, Zadeh R (2013) Wtf: The who to follow service at twitter. In: Proceedings of the 22nd international conference on World Wide Web, pp 505\u2013514. International World Wide Web Conferences Steering Committee","DOI":"10.1145\/2488388.2488433"},{"key":"1066_CR10","unstructured":"Hasan MA, Chaoji V, Salem S, Zaki M (2006) Link prediction using supervised learning. In: Proceedings of SDM 06 workshop on link analysis, Counterterrorism and Security"},{"key":"1066_CR11","doi-asserted-by":"crossref","unstructured":"Huang Z, Li X, Chen H (2005) Link prediction approach to collaborative filtering. In: Proceedings of the 5th ACM\/IEEE-CS joint conference on digital libraries, pp 141\u2013142. ACM","DOI":"10.1145\/1065385.1065415"},{"issue":"2","key":"1066_CR12","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1287\/ijoc.1080.0292","volume":"21","author":"Z Huang","year":"2009","unstructured":"Huang Z, Lin DKJ (2009) The time-series link prediction problem with applications in communication surveillance. INFORMS J Comput 21(2):286\u2013303","journal-title":"INFORMS J Comput"},{"issue":"3","key":"1066_CR13","first-page":"43","volume":"24","author":"VE Krebs","year":"2002","unstructured":"Krebs VE (2002) Mapping networks of terrorist cells. Connections 24(3):43\u201352","journal-title":"Connections"},{"key":"1066_CR14","doi-asserted-by":"crossref","unstructured":"Kumar R, Novak J, Tomkins A (2010) Structure and evolution of online social networks. In: Yu PS, Han J, Faloutsos C (eds) Link mining: models, algorithms, and applications, pp 337\u2013357. Springer","DOI":"10.1007\/978-1-4419-6515-8_13"},{"key":"1066_CR15","doi-asserted-by":"crossref","unstructured":"Kunegis J, Lommatzsch A (2009) Learning spectral graph transformations for link prediction. In: ICML\u201909, pp 561\u2013568. ACM","DOI":"10.1145\/1553374.1553447"},{"issue":"2","key":"1066_CR16","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1145\/382979.383041","volume":"19","author":"R Lempel","year":"2001","unstructured":"Lempel R, Moran S (2001) Salsa: the stochastic approach for link-structure analysis. ACM Trans Inf Syst (TOIS) 19(2):131\u2013160","journal-title":"ACM Trans Inf Syst (TOIS)"},{"key":"1066_CR17","doi-asserted-by":"crossref","unstructured":"Liben-Nowell D, Kleinberg J (2003) The link-prediction problem for social networks. In: CIKM\u201903, pp 556\u2013559","DOI":"10.1145\/956863.956972"},{"key":"1066_CR18","volume-title":"Network analysis and link prediction: effective and meaningful modeling and evaluation","author":"RN Lichtenwalter","year":"2012","unstructured":"Lichtenwalter RN (2012) Network analysis and link prediction: effective and meaningful modeling and evaluation. University of Notre Dame, Notre Dame"},{"key":"1066_CR19","doi-asserted-by":"crossref","unstructured":"Lichtenwalter RN, Lussier JT, Chawla NV (2010) New perspectives and methods in link prediction. In: SIGKDD, pp 243\u2013252. ACM","DOI":"10.1145\/1835804.1835837"},{"issue":"2","key":"1066_CR20","first-page":"5","volume":"7","author":"T Lou","year":"2013","unstructured":"Lou T, Tang J, Hopcroft J, Fang Z, Ding X (2013) Learning to predict reciprocity and triadic closure in social networks. ACM Trans Knowl Discov Data (TKDD) 7(2):5","journal-title":"ACM Trans Knowl Discov Data (TKDD)"},{"key":"1066_CR21","doi-asserted-by":"crossref","first-page":"18001","DOI":"10.1209\/0295-5075\/89\/18001","volume":"89","author":"L L\u00fc","year":"2010","unstructured":"L\u00fc L, Zhou T (2010) Link prediction in weighted networks: the role of weak ties. EPL (Europhys Lett) 89:18001","journal-title":"EPL (Europhys Lett)"},{"issue":"6","key":"1066_CR22","doi-asserted-by":"crossref","first-page":"1150","DOI":"10.1016\/j.physa.2010.11.027","volume":"390","author":"L L\u00fc","year":"2011","unstructured":"L\u00fc L, Zhou T (2011) Link prediction in complex networks: a survey. Physica A Stat Mech Appl 390(6):1150\u20131170","journal-title":"Physica A Stat Mech Appl"},{"key":"1066_CR23","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1146\/annurev.soc.27.1.415","volume":"27","author":"M McPherson","year":"2001","unstructured":"McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: Homophily in social networks. Annu Rev Sociol 27:415\u2013444","journal-title":"Annu Rev Sociol"},{"key":"1066_CR24","doi-asserted-by":"crossref","unstructured":"Murata T, Moriyasu S (2007) Link prediction of social networks based on weighted proximity measures. In: WI \u201907, Washington, DC, USA. IEEE Computer Society pp 85\u201388","DOI":"10.1109\/WI.2007.52"},{"issue":"2","key":"1066_CR25","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1137\/S003614450342480","volume":"45","author":"ME Newman","year":"2003","unstructured":"Newman ME (2003) The structure and function of complex networks. SIAM Rev 45(2):167\u2013256","journal-title":"SIAM Rev"},{"issue":"3","key":"1066_CR26","doi-asserted-by":"crossref","first-page":"035101","DOI":"10.1103\/PhysRevE.66.035101","volume":"66","author":"ME Newman","year":"2002","unstructured":"Newman ME, Forrest S, Balthrop J (2002) Email networks and the spread of computer viruses. Phys Rev E 66(3):035101","journal-title":"Phys Rev E"},{"key":"1066_CR27","doi-asserted-by":"crossref","first-page":"016132","DOI":"10.1103\/PhysRevE.64.016132","volume":"64","author":"MEJ Newman","year":"2001","unstructured":"Newman MEJ (2001) Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. Phys Rev E 64:016132","journal-title":"Phys Rev E"},{"key":"1066_CR28","doi-asserted-by":"crossref","unstructured":"Romero DM, Kleinberg JM (2010) The directed closure process in hybrid social-information networks, with an analysis of link formation on twitter. In: ICWSM","DOI":"10.1609\/icwsm.v4i1.14015"},{"key":"1066_CR29","volume-title":"Automatic text processing: the transformation, analysis, and retrieval of information by computer","author":"G Salton","year":"1989","unstructured":"Salton G (1989) Automatic text processing: the transformation, analysis, and retrieval of information by computer. Addison-Wesley Longman Publishing Co., Inc, Boston"},{"key":"1066_CR30","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/j.neucom.2014.11.089","volume":"172","author":"N Sett","year":"2016","unstructured":"Sett N, Singh SR, Nandi S (2016) Influence of edge weight on node proximity based link prediction methods: an empirical analysis. Neurocomputing 172:71\u201383","journal-title":"Neurocomputing"},{"key":"1066_CR31","doi-asserted-by":"crossref","unstructured":"Tylenda T, Angelova R, Bedathur S (2009) Towards time-aware link prediction in evolving social networks. In: Proceedings of the 3rd workshop on social network mining and analysis, p 9. ACM","DOI":"10.1145\/1731011.1731020"},{"key":"1066_CR32","doi-asserted-by":"crossref","unstructured":"Viswanath B, Mislove A, Cha M, Gummadi KP (2009) On the evolution of user interaction in facebook. In: WOSN \u201909, New York, NY, USA. pp 37\u201342. ACM","DOI":"10.1145\/1592665.1592675"},{"key":"1066_CR33","doi-asserted-by":"crossref","unstructured":"Wang D, Pedreschi D, Song C, Giannotti F, Barabasi A-L (2011) Human mobility, social ties, and link prediction. In: Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 1100\u20131108. ACM","DOI":"10.1145\/2020408.2020581"},{"key":"1066_CR34","doi-asserted-by":"crossref","unstructured":"Yang Y, Chawla NV, Sun Y, Han J (2012) Predicting links in multi-relational and heterogeneous networks. In ICDM 12: 755\u2013764","DOI":"10.1109\/ICDM.2012.144"},{"issue":"4","key":"1066_CR35","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1140\/epjb\/e2009-00335-8","volume":"71","author":"T Zhou","year":"2009","unstructured":"Zhou T, L\u00fc L, Zhang Y-C (2009) Predicting missing links via local information. Eur Phys J B Condens Matter Complex Syst 71(4):623\u2013630","journal-title":"Eur Phys J B Condens Matter Complex Syst"},{"issue":"1","key":"1066_CR36","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1109\/SURV.2012.032612.00004","volume":"15","author":"Y Zhu","year":"2013","unstructured":"Zhu Y, Xu B, Shi X, Wang Y (2013) A survey of social-based routing in delay tolerant networks: positive and negative social effects. IEEE Commun Surv Tutor 15(1):387\u2013401","journal-title":"IEEE Commun Surv Tutor"},{"issue":"5","key":"1066_CR37","doi-asserted-by":"crossref","first-page":"58005","DOI":"10.1209\/0295-5075\/93\/58005","volume":"93","author":"V Zlati\u0107","year":"2011","unstructured":"Zlati\u0107 V, \u0160tefan\u010di\u0107 H (2011) Model of wikipedia growth based on information exchange via reciprocal arcs. EPL (Europhys Lett) 93(5):58005","journal-title":"EPL (Europhys Lett)"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-017-1066-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-017-1066-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-017-1066-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,23]],"date-time":"2023-08-23T22:38:59Z","timestamp":1692830339000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-017-1066-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,6]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["1066"],"URL":"https:\/\/doi.org\/10.1007\/s10115-017-1066-9","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,6]]}}}