{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:17:01Z","timestamp":1740122221465,"version":"3.37.3"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2019,5,7]],"date-time":"2019-05-07T00:00:00Z","timestamp":1557187200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Geoinformatica"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s10707-019-00357-y","type":"journal-article","created":{"date-parts":[[2019,5,7]],"date-time":"2019-05-07T20:08:52Z","timestamp":1557259732000},"page":"329-352","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Regularized topic-aware latent influence propagation in dynamic relational networks"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5931-0527","authenticated-orcid":false,"given":"Shuhui","family":"Wang","sequence":"first","affiliation":[]},{"given":"Liang","family":"Li","sequence":"additional","affiliation":[]},{"given":"Chenxue","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Qingming","family":"Huang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,5,7]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Aggarwal CC, Lin S, Yu PS (2012) On influential node discovery in dynamic social networks. SDM \u201912, pp 636\u2013647","key":"357_CR1","DOI":"10.1137\/1.9781611972825.55"},{"doi-asserted-by":"crossref","unstructured":"Barbieri N, Bonchi F, Manco G (2012) Topic-aware social influence propagation models. ICDM \u201912, pp 81\u201390","key":"357_CR2","DOI":"10.1109\/ICDM.2012.122"},{"doi-asserted-by":"crossref","unstructured":"Bi B, Tian Y, Sismanis Y, Balmin A, Cho J (2014) Scalable topic-specific influence analysis on microblogs. WSDM \u201914, pp 513\u2013522","key":"357_CR3","DOI":"10.1145\/2556195.2556229"},{"doi-asserted-by":"crossref","unstructured":"Borgs C, Brautbar M, Chayes J, Lucier B (2014) Maximizing social influence in nearly optimal time. SODA \u201914, pp 946\u2013957","key":"357_CR4","DOI":"10.1137\/1.9781611973402.70"},{"key":"357_CR5","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/S0169-7552(98)00110-X","volume":"30","author":"S Brin","year":"1998","unstructured":"Brin S, Page L (1998) The anatomy of a large-scale hypertextual web search engine. Comput Netw ISDN Syst 30:107\u2013117","journal-title":"Comput Netw ISDN Syst"},{"unstructured":"Caron F (2012) Bayesian nonparametric models for bipartite graphs. NIPS \u201912, pp 2051\u20132059","key":"357_CR6"},{"doi-asserted-by":"crossref","unstructured":"Chen S, Fan J, Li G, Feng J, lee Tan K, Tang J (2015) Online topic aware influence maximization. In: Proceedings of VLDB Endowment, vol 8","key":"357_CR7","DOI":"10.14778\/2735703.2735706"},{"doi-asserted-by":"crossref","unstructured":"Chen W, Wang C, Wang Y (2010) Scalable influence maximization for prevalent viral marketing in large-scale social networks. KDD \u201910, pp 1029\u20131038","key":"357_CR8","DOI":"10.1145\/1835804.1835934"},{"doi-asserted-by":"crossref","unstructured":"Chen W, Wang Y, Yang S (2009) Efficient influence maximization in social networks. KDD \u201909, pp 199\u2013208","key":"357_CR9","DOI":"10.1145\/1557019.1557047"},{"unstructured":"Du N, Song L, Gomez-Rodriguez M, Zha H (2013) Scalable influence estimation in continuous-time diffusion networks. NIPS \u201913, pp 3147\u20133155","key":"357_CR10"},{"unstructured":"Foulds JR, Dubois C, Asuncion AU, Butts CT, Smyth P (2011) A dynamic relational infinite feature model for longitudinal social networks. AISTATS \u201911, pp 287\u2013295","key":"357_CR11"},{"unstructured":"Gael JV, Teh YW, Ghahramani Z (2008) The infinite factorial hidden markov model. NIPS \u201908, pp 1697\u20131704","key":"357_CR12"},{"unstructured":"Gopalan P, Ruiz FJ, Ranganath R, Blei D (2014) Bayesian nonparametric poisson factorization for recommendation systems. AISTATS \u201914, pp 275\u2013283","key":"357_CR13"},{"doi-asserted-by":"crossref","unstructured":"Goyal A, Lu W, Lakshmanan LV (2011) Celf++ optimizing the greedy algorithm for influence maximization in social networks. WWW \u201911, pp 47\u201348","key":"357_CR14","DOI":"10.1145\/1963192.1963217"},{"unstructured":"Griffiths TL, Ghahramani Z (2005) Infinite latent feature models and the indian buffet process. In: NIPS, pp 475\u2013482","key":"357_CR15"},{"unstructured":"Heaukulani C, Ghahramani Z (2013) Dynamic probabilistic models for latent feature propagation in social networks. ICML \u201913, pp 275\u2013283","key":"357_CR16"},{"doi-asserted-by":"crossref","unstructured":"Huo Z, Huang X, Hu X (2018) Link prediction with personalized social influence. In: AAAI","key":"357_CR17","DOI":"10.1609\/aaai.v32i1.11892"},{"doi-asserted-by":"crossref","unstructured":"Kempe D, Kleinberg J, Tardos E (2003) Maximizing the spread of influence through a social network. KDD \u201903, pp 137\u2013146","key":"357_CR18","DOI":"10.1145\/956750.956769"},{"doi-asserted-by":"crossref","unstructured":"Kulesza A, Taskar B (2012) Determinantal point processes for machine learning. arXiv: 1207.6083","key":"357_CR19","DOI":"10.1561\/9781601986290"},{"key":"357_CR20","doi-asserted-by":"publisher","first-page":"1181","DOI":"10.2140\/pjm.1960.10.1181","volume":"10","author":"L Le Cam","year":"1960","unstructured":"Le Cam L (1960) An approximation theorem for the poisson binomial distribution. Pac J Math 10:1181\u20131197","journal-title":"Pac J Math"},{"doi-asserted-by":"crossref","unstructured":"Lei S, Maniu S, Mo L, Cheng R, Senellart P (2015) Online influence maximization. In: ACM SIGKDD international conference on knowledge discovery and data mining, pp 645\u2013654","key":"357_CR21","DOI":"10.1145\/2783258.2783271"},{"doi-asserted-by":"crossref","unstructured":"Liu L, Tang J, Han J, Jiang M, Yang S (2010) Mining topic-level influence in heterogeneous networks. CIKM \u201910, pp 199\u2013208","key":"357_CR22","DOI":"10.1145\/1871437.1871467"},{"key":"357_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2018.01.044","volume":"439-440","author":"S Liu","year":"2018","unstructured":"Liu S, Qu Q, Wang S (2018) Heterogeneous anomaly detection in social diffusion with discriminative feature discovery. Inf Sci 439-440:1\u201318","journal-title":"Inf Sci"},{"issue":"4","key":"357_CR24","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1109\/TKDE.2016.2637898","volume":"29","author":"S Liu","year":"2017","unstructured":"Liu S, Wang S (2017) Trajectory community discovery and recommendation by multi-source diffusion modeling. IEEE Trans Knowl Data Eng 29(4):898\u2013911","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"7","key":"357_CR25","doi-asserted-by":"publisher","first-page":"2005","DOI":"10.1109\/TKDE.2015.2397434","volume":"27","author":"S Liu","year":"2015","unstructured":"Liu S, Wang S, Zhu F (2015) Structured learning from heterogeneous behavior for social identity linkage. IEEE Trans Knowl Data Eng 27(7):2005\u20132019","journal-title":"IEEE Trans Knowl Data Eng"},{"unstructured":"Miller K, Jordan MI, Griffiths TL (2009) Nonparametric latent feature models for link prediction. NIPS \u201909, pp 1276\u20131284","key":"357_CR26"},{"unstructured":"Nguyen HT, Thai MT, Dinh TN (2016) Stop-and-stare:optimal sampling algorithms for viral marketing in billion-scale networks. In: ACM international conference on management of data (SIGMOD), pp 695\u2013710","key":"357_CR27"},{"unstructured":"Pan T, Kuhnle A, Li X, Thai MT (2017) Popular topics spread faster: New dimension for influence propagation in online social networks. arXiv: 1702.01844","key":"357_CR28"},{"doi-asserted-by":"crossref","unstructured":"Phan N, Ebrahimi J, Dou D, Kil D, Piniewski B (2015) Topic-aware physical activity propagation with temporal dynamics in a health social network. ACM transactions on intelligent systems and technology","key":"357_CR29","DOI":"10.1145\/2873066"},{"doi-asserted-by":"crossref","unstructured":"Qu Q, Liu S, Yang B, Jensen CS (2014) Efficient top-k spatial locality search for co-located spatial web objects. In: IEEE MDM, pp 269\u2013278","key":"357_CR30","DOI":"10.1109\/MDM.2014.39"},{"issue":"12","key":"357_CR31","doi-asserted-by":"publisher","first-page":"3231","DOI":"10.1109\/TKDE.2016.2601611","volume":"28","author":"Q Qu","year":"2016","unstructured":"Qu Q, Liu S, Zhu F, Jensen CS (2016) Efficient online summarization of large-scale dynamic networks. IEEE Trans Knowl Data Eng 28(12):3231\u20133245","journal-title":"IEEE Trans Knowl Data Eng"},{"doi-asserted-by":"crossref","unstructured":"Richardson M, Domingos P (2002) Mining knowledge-sharing sites for viral marketing. KDD \u201902, pp 61\u201370","key":"357_CR32","DOI":"10.1145\/775047.775057"},{"unstructured":"Rodriguez MG, Sch\u00f6lkopf B (2012) Influence maximization in continuous time diffusion networks. ICML \u201912, pp 313\u2013320","key":"357_CR33"},{"key":"357_CR34","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1198\/016214502753479464","volume":"97","author":"SL Scott","year":"2002","unstructured":"Scott SL (2002) Bayesian methods for hidden markov models: Recursive computing in the 21st century. J Am Stat Assoc 97:337\u2013351","journal-title":"J Am Stat Assoc"},{"doi-asserted-by":"crossref","unstructured":"Song D, Meyer DA, Tao D (2015) Efficient latent link recommendation in signed networks. In KDD, pp 1105\u20131114","key":"357_CR35","DOI":"10.1145\/2783258.2783358"},{"doi-asserted-by":"crossref","unstructured":"Tang J, Sun J, Wang C, Yang Z (2009) Social influence analysis in large-scale networks. KDD \u201909, pp 807\u2013816","key":"357_CR36","DOI":"10.1145\/1557019.1557108"},{"doi-asserted-by":"crossref","unstructured":"Tang Y, Xiao X, maximization Y. S. h. i. (2014) Influence Near-optimal time complexity meets practical efficiency. SIGMOD \u201914, pp 75\u201386","key":"357_CR37","DOI":"10.1145\/2588555.2593670"},{"issue":"1","key":"357_CR38","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1109\/TNET.2016.2563397","volume":"25","author":"G Tong","year":"2017","unstructured":"Tong G, Wu W, Tang S, Du DZ (2017) Adaptive influence maximization in dynamic social networks. IEEE\/ACM Trans Networking 25(1):112\u2013125","journal-title":"IEEE\/ACM Trans Networking"},{"issue":"99","key":"357_CR39","first-page":"1","volume":"PP","author":"B Wang","year":"2017","unstructured":"Wang B, Chen G, Fu L, Song L, Wang X (2017) DRIMUX dynamic rumor influence minimization with user experience in social networks. IEEE Trans Knowl Data Eng PP(99):1\u20131","journal-title":"IEEE Trans Knowl Data Eng"},{"doi-asserted-by":"crossref","unstructured":"Wang C, Tang J, Sun J, Han J (2011) Dynamic social influence analysis through time-dependent factor graphs. ASONAM \u201911, pp 239\u2013246","key":"357_CR40","DOI":"10.1109\/ASONAM.2011.116"},{"doi-asserted-by":"crossref","unstructured":"Weng J, Lim E-P, Jiang J, He Q (2010) Twitterrank: Finding topic-sensitive influential twitterers. WSDM \u201910, pp 261\u2013270","key":"357_CR41","DOI":"10.1145\/1718487.1718520"},{"unstructured":"Wood F, Griffiths TL, Ghahramani Z (2006) A non-parametric Bayesian method for inferring hidden causes. UAI \u201906, pp 536\u2013543","key":"357_CR42"},{"doi-asserted-by":"crossref","unstructured":"Zhan Q, Zhang J, Wang S, Yu P, Xie J (2015) Influence maximization across partially aligned heterogenous social networks. In: PAKDD, pp 58\u201369","key":"357_CR43","DOI":"10.1007\/978-3-319-18038-0_5"},{"doi-asserted-by":"crossref","unstructured":"Zhang J, Yu PS (2014) Link prediction across heterogeneous social networks: A survey","key":"357_CR44","DOI":"10.1007\/978-3-319-12188-8_8"},{"unstructured":"Zhang J, Yu PS (2015) Integrated anchor and social link predictions across partially aligned social networks. In: IJCAI","key":"357_CR45"},{"unstructured":"Zheng W, Kveton B, Valko M, Vaswani S (2017) Online influence maximization under independent cascade model with semi-bandit feedback. In: NIPS","key":"357_CR46"},{"doi-asserted-by":"crossref","unstructured":"Zhuang H, Sun Y, Tang J, Zhang J, Sun X (2013) Influence maximization in dynamic social networks. ICDM \u201913, pp 1313\u20131318","key":"357_CR47","DOI":"10.1109\/ICDM.2013.145"}],"container-title":["GeoInformatica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-019-00357-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10707-019-00357-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-019-00357-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,17]],"date-time":"2022-09-17T14:10:31Z","timestamp":1663423831000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10707-019-00357-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,7]]},"references-count":47,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["357"],"URL":"https:\/\/doi.org\/10.1007\/s10707-019-00357-y","relation":{},"ISSN":["1384-6175","1573-7624"],"issn-type":[{"type":"print","value":"1384-6175"},{"type":"electronic","value":"1573-7624"}],"subject":[],"published":{"date-parts":[[2019,5,7]]},"assertion":[{"value":"23 September 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 March 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 April 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 May 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}