{"id":"https://openalex.org/W1557969627","doi":"https://doi.org/10.1109/tmm.2015.2460192","title":"Connection Discovery Using Big Data of User-Shared Images in Social Media","display_name":"Connection Discovery Using Big Data of User-Shared Images in Social Media","publication_year":2015,"publication_date":"2015-07-23","ids":{"openalex":"https://openalex.org/W1557969627","doi":"https://doi.org/10.1109/tmm.2015.2460192","mag":"1557969627"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2015.2460192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2015.2460192","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Multimedia","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/A5013947092","display_name":"Ming Cheung","orcid":"https://orcid.org/0000-0003-4646-1980"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Ming Cheung","raw_affiliation_strings":["Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong","[Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong]"],"affiliations":[{"raw_affiliation_string":"Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"[Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong]","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014779317","display_name":"James She","orcid":"https://orcid.org/0000-0002-7250-8220"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"James She","raw_affiliation_strings":["Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong","[Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong]"],"affiliations":[{"raw_affiliation_string":"Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"[Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong]","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060938232","display_name":"Zhanming Jie","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhanming Jie","raw_affiliation_strings":["Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong","[Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong]"],"affiliations":[{"raw_affiliation_string":"Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"[Electronic and Computer Enginnering, Hong Kong University of Science and Technology (HKUST), Hong Kong]","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013947092"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":16.6866,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.98886339,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"9","first_page":"1417","last_page":"1428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9962000250816345,"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":0.9929999709129333,"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"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9883999824523926,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8530107140541077},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7124488949775696},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5695320963859558},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5670543909072876},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5461555123329163},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5071508884429932},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5020949840545654},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4854584336280823},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4614805579185486},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.4514533281326294},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4116533398628235},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3515699505805969},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32676827907562256},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.2677784562110901},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19946220517158508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530107140541077},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7124488949775696},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5695320963859558},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5670543909072876},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5461555123329163},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5071508884429932},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5020949840545654},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4854584336280823},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4614805579185486},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.4514533281326294},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4116533398628235},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3515699505805969},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32676827907562256},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2677784562110901},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19946220517158508},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2015.2460192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2015.2460192","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W121380867","https://openalex.org/W1699734612","https://openalex.org/W1875896969","https://openalex.org/W1967507014","https://openalex.org/W1969346952","https://openalex.org/W1976320242","https://openalex.org/W1979104937","https://openalex.org/W1982397092","https://openalex.org/W1990843604","https://openalex.org/W2018318499","https://openalex.org/W2023639956","https://openalex.org/W2036216970","https://openalex.org/W2037796087","https://openalex.org/W2056944867","https://openalex.org/W2062258476","https://openalex.org/W2064173066","https://openalex.org/W2067191022","https://openalex.org/W2072606289","https://openalex.org/W2073415627","https://openalex.org/W2078243869","https://openalex.org/W2086409953","https://openalex.org/W2092694516","https://openalex.org/W2096130203","https://openalex.org/W2099021783","https://openalex.org/W2107569009","https://openalex.org/W2111749241","https://openalex.org/W2114633054","https://openalex.org/W2115022330","https://openalex.org/W2117764127","https://openalex.org/W2124142520","https://openalex.org/W2134383396","https://openalex.org/W2135521489","https://openalex.org/W2136664839","https://openalex.org/W2149490995","https://openalex.org/W2149668059","https://openalex.org/W2151103935","https://openalex.org/W2151242668","https://openalex.org/W2151259137","https://openalex.org/W2166738139","https://openalex.org/W2167032986","https://openalex.org/W2167760907","https://openalex.org/W2187547339","https://openalex.org/W2277141067","https://openalex.org/W2405282077","https://openalex.org/W2533692962","https://openalex.org/W2732573800","https://openalex.org/W6604936913","https://openalex.org/W6639352378","https://openalex.org/W6682088147","https://openalex.org/W6687142909","https://openalex.org/W6694856008","https://openalex.org/W6713532649","https://openalex.org/W6740516447"],"related_works":["https://openalex.org/W2392634181","https://openalex.org/W1485340534","https://openalex.org/W4295419255","https://openalex.org/W2109974859","https://openalex.org/W2563344496","https://openalex.org/W4385242450","https://openalex.org/W3042298328","https://openalex.org/W84079851","https://openalex.org/W2199139639","https://openalex.org/W2166738765"],"abstract_inverted_index":{"Billions":[0],"of":[1,17,29,136],"user-shared":[2,44,156],"images":[3,45,67,91,157],"are":[4,37,46,83,166],"generated":[5,122],"by":[6],"individuals":[7],"in":[8,76,144,173],"many":[9],"social":[10,31,35,70,125,175,199],"networks":[11],"today,":[12],"and":[13,52,73,124,130,149],"this":[14,112,139,145],"particular":[15],"form":[16],"user":[18,34,57,65,198],"data":[19,108],"is":[20,86,115,140,192],"widely":[21],"accessible":[22,39],"to":[23,26,40,48,55,120,147,195],"others":[24],"due":[25],"the":[27,89,134,141],"nature":[28],"online":[30],"sharing.":[32],"When":[33],"graphs":[36,126],"only":[38],"exclusive":[41,197],"parties,":[42],"these":[43],"proved":[47],"be":[49],"an":[50,118],"easier":[51],"effective":[53],"alternative":[54,119],"discover":[56],"connections.":[58],"This":[59],"work":[60],"investigated":[61],"over":[62],"360":[63],"000":[64],"shared":[66,90],"from":[68,92],"two":[69],"networks,":[71],"Skyrock":[72],"163":[74],"Weibo,":[75],"which":[77],"3":[78],"million":[79],"follower/":[80],"followee":[81,98],"relationships":[82],"involved.":[84],"It":[85],"observed":[87,113],"that":[88,110],"users":[93],"with":[94,159,177],"a":[95,152],"follower":[96],"/":[97],"relationship":[99],"show":[100],"relatively":[101],"higher":[102],"similarities":[103],".":[104],"A":[105],"multimedia":[106],"big":[107],"system":[109],"utilizes":[111],"phenomenon":[114,153],"proposed":[116],"as":[117,181,183],"user-":[121],"tags":[123],"for":[127,154,168,184],"follower/followee":[128],"recommendation":[129],"gender":[131],"identification.":[132],"To":[133],"best":[135],"our":[137],"knowledge,":[138],"first":[142],"attempt":[143],"field":[146],"prove":[148],"formulate":[150],"such":[151],"mass":[155],"along":[158],"more":[160],"practical":[161],"prediction":[162],"methods.":[163],"These":[164],"findings":[165],"useful":[167],"information":[169],"or":[170],"services":[171],"recommendations":[172],"any":[174],"network":[176],"intensive":[178],"image":[179],"sharing,":[180],"well":[182],"other":[185],"interesting":[186],"personalization":[187],"applications,":[188],"particularly":[189],"when":[190],"there":[191],"no":[193],"access":[194],"those":[196],"graphs.":[200]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}