{"id":"https://openalex.org/W2347186331","doi":"https://doi.org/10.1109/tkde.2016.2562628","title":"Microblogging Content Propagation Modeling Using Topic-Specific Behavioral Factors","display_name":"Microblogging Content Propagation Modeling Using Topic-Specific Behavioral Factors","publication_year":2016,"publication_date":"2016-05-04","ids":{"openalex":"https://openalex.org/W2347186331","doi":"https://doi.org/10.1109/tkde.2016.2562628","mag":"2347186331"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2016.2562628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2016.2562628","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005512421","display_name":"Tuan-Anh Hoang","orcid":"https://orcid.org/0000-0003-3892-4762"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Tuan-Anh Hoang","raw_affiliation_strings":["School of Information Systems, Singapore Management University 80 Stamford Road, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University 80 Stamford Road, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039617569","display_name":"Ee\u2010Peng Lim","orcid":"https://orcid.org/0000-0003-0065-8665"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ee-Peng Lim","raw_affiliation_strings":["School of Information Systems, Singapore Management University 80 Stamford Road, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University 80 Stamford Road, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005512421"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":2.3626,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89669936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"9","first_page":"2407","last_page":"2422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.8924629092216492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8307847380638123},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6255397200584412},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.6143463253974915},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.575591504573822},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5116303563117981},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4461353123188019},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4353809952735901},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3247155547142029},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2626977562904358}],"concepts":[{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.8924629092216492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307847380638123},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6255397200584412},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.6143463253974915},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.575591504573822},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5116303563117981},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4461353123188019},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4353809952735901},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3247155547142029},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2626977562904358},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tkde.2016.2562628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2016.2562628","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-4574","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/3573","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/TKDE.2016.2562628","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W91442942","https://openalex.org/W202178741","https://openalex.org/W1499517307","https://openalex.org/W1508765177","https://openalex.org/W1509146554","https://openalex.org/W1530341662","https://openalex.org/W1534056023","https://openalex.org/W1814023381","https://openalex.org/W1899330952","https://openalex.org/W1963766209","https://openalex.org/W1967579779","https://openalex.org/W1971373575","https://openalex.org/W1976526581","https://openalex.org/W1991258675","https://openalex.org/W1996218898","https://openalex.org/W1996263819","https://openalex.org/W2003741412","https://openalex.org/W2018984973","https://openalex.org/W2021314079","https://openalex.org/W2026318959","https://openalex.org/W2027135291","https://openalex.org/W2027377866","https://openalex.org/W2029535444","https://openalex.org/W2048190771","https://openalex.org/W2048508267","https://openalex.org/W2051322528","https://openalex.org/W2059503205","https://openalex.org/W2061820396","https://openalex.org/W2067344105","https://openalex.org/W2073926352","https://openalex.org/W2076219102","https://openalex.org/W2081212507","https://openalex.org/W2084591134","https://openalex.org/W2086643611","https://openalex.org/W2092397378","https://openalex.org/W2097343308","https://openalex.org/W2098697179","https://openalex.org/W2101196063","https://openalex.org/W2101656432","https://openalex.org/W2106474820","https://openalex.org/W2109603058","https://openalex.org/W2109742433","https://openalex.org/W2112056172","https://openalex.org/W2112896229","https://openalex.org/W2123224804","https://openalex.org/W2127434196","https://openalex.org/W2128891547","https://openalex.org/W2129679208","https://openalex.org/W2135790056","https://openalex.org/W2138621811","https://openalex.org/W2145446394","https://openalex.org/W2149731496","https://openalex.org/W2156716308","https://openalex.org/W2159473174","https://openalex.org/W2164067128","https://openalex.org/W2166204808","https://openalex.org/W2168332560","https://openalex.org/W2170413097","https://openalex.org/W2199743007","https://openalex.org/W2296319761","https://openalex.org/W2406116889","https://openalex.org/W2737428849","https://openalex.org/W2949377321","https://openalex.org/W2950468916","https://openalex.org/W2963760638","https://openalex.org/W2963937758","https://openalex.org/W2964135759","https://openalex.org/W3098684887","https://openalex.org/W3100193984","https://openalex.org/W3104987177","https://openalex.org/W3121315632","https://openalex.org/W3122471732","https://openalex.org/W3124645392","https://openalex.org/W3125952634","https://openalex.org/W4242087913","https://openalex.org/W4250589301","https://openalex.org/W4255173720","https://openalex.org/W4312820073","https://openalex.org/W6603689333","https://openalex.org/W6608114916","https://openalex.org/W6629822234","https://openalex.org/W6630195503","https://openalex.org/W6630488252","https://openalex.org/W6631869364","https://openalex.org/W6637525091","https://openalex.org/W6638399519","https://openalex.org/W6674618218","https://openalex.org/W6674832729","https://openalex.org/W6678646353","https://openalex.org/W6678720353","https://openalex.org/W6679266577","https://openalex.org/W6713374172"],"related_works":["https://openalex.org/W2053241453","https://openalex.org/W2017590198","https://openalex.org/W2275433313","https://openalex.org/W2978974359","https://openalex.org/W2153980712","https://openalex.org/W2087532526","https://openalex.org/W2728430307","https://openalex.org/W2148815800","https://openalex.org/W2122605835","https://openalex.org/W2380144016"],"abstract_inverted_index":{"When":[0],"a":[1,33,48,60,91,103,122,145],"microblogging":[2,84],"user":[3,21,24,49,61],"adopts":[4],"some":[5],"content":[6,52,63,85,181],"propagated":[7,64],"to":[8,14,31,44,50,53,65,81,107],"her,":[9,66],"we":[10,71,120],"can":[11,157],"attribute":[12],"that":[13,153,172],"three":[15,92,111],"behavioral":[16,78,114,162],"factors,":[17],"namely,":[18],"topic":[19,34],"virality,":[20,22],"and":[23,41,56,126,149,166],"susceptibility.":[25],"Topic":[26],"virality":[27,40],"measures":[28],"the":[29,45,57,73,97,110,138,154,160,173,178],"degree":[30],"which":[32],"attracts":[35],"propagations":[36],"by":[37],"users.":[38],"User":[39],"susceptibility":[42],"refer":[43],"ability":[46],"of":[47,59,75,113,164],"propagate":[51],"other":[54,179],"users,":[55],"propensity":[58],"adopting":[62],"respectively.":[67],"In":[68],"this":[69,118],"paper,":[70],"study":[72],"problem":[74],"mining":[76],"these":[77],"factors":[79,163],"specific":[80],"topics":[82],"from":[83],"propagation":[86,98],"data.":[87],"We":[88,100,131,169],"first":[89],"construct":[90],"dimensional":[93],"tensor":[94,104],"for":[95,137],"representing":[96],"instances.":[99],"then":[101],"propose":[102],"factorization":[105,124,129],"framework":[106],"simultaneously":[108],"derive":[109],"sets":[112],"factors.":[115],"Based":[116],"on":[117,144],"framework,":[119],"develop":[121,133],"numerical":[123],"model":[125],"another":[127],"probabilistic":[128],"variant.":[130],"also":[132],"an":[134],"efficient":[135],"algorithm":[136],"models'":[139],"parameters":[140],"learning.":[141],"Our":[142],"experiments":[143],"large":[146],"Twitter":[147],"dataset":[148],"synthetic":[150],"datasets":[151],"show":[152],"proposed":[155,174],"models":[156,175,183],"effectively":[158],"mine":[159],"topic-specific":[161],"users":[165],"tweet":[167],"topics.":[168],"further":[170],"demonstrate":[171],"consistently":[176],"outperforms":[177],"state-of-the-art":[180],"based":[182],"in":[184],"retweet":[185],"prediction":[186],"over":[187],"time.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
