{"id":"https://openalex.org/W1587835186","doi":"https://doi.org/10.1109/tmm.2015.2463226","title":"Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation","display_name":"Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation","publication_year":2015,"publication_date":"2015-07-30","ids":{"openalex":"https://openalex.org/W1587835186","doi":"https://doi.org/10.1109/tmm.2015.2463226","mag":"1587835186"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2015.2463226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2015.2463226","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/A5039322394","display_name":"Weiqing Min","orcid":"https://orcid.org/0000-0001-6668-9208"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiqing Min","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Automation, Beijing, China","National Laboratory of Pattern Recognition NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Laboratory of Pattern Recognition NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China#TAB#","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007962086","display_name":"Bing\u2010Kun Bao","orcid":"https://orcid.org/0000-0001-5956-831X"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing-Kun Bao","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Automation, Beijing, China","National Laboratory of Pattern Recognition NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Laboratory of Pattern Recognition NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China#TAB#","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022636178","display_name":"Changsheng Xu","orcid":"https://orcid.org/0000-0001-8343-9665"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Xu","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Automation, Beijing, China","National Laboratory of Pattern Recognition NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Laboratory of Pattern Recognition NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China#TAB#","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111894061","display_name":"M. Shamim Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"M. Shamim Hossain","raw_affiliation_strings":["SWE Department, King Saud University, Riyadh, Saudi Arabia","SWE Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"SWE Department, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"SWE Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039322394"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"],"apc_list":null,"apc_paid":null,"fwci":2.7614,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.9347593,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"17","issue":"10","first_page":"1787","last_page":"1801"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8009399771690369},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5988492965698242},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5940196514129639},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5409411787986755},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5347064733505249},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5219916105270386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8009399771690369},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5988492965698242},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5940196514129639},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5409411787986755},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5347064733505249},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5219916105270386},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2015.2463226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2015.2463226","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":[{"id":"https://metadata.un.org/sdg/4","score":0.4699999988079071,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4605514923","display_name":null,"funder_award_id":"4131004","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G4670264125","display_name":null,"funder_award_id":"61432019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4978322312","display_name":null,"funder_award_id":"4152053","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G8098110782","display_name":null,"funder_award_id":"61201374","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8808433239","display_name":null,"funder_award_id":"61225009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W665341","https://openalex.org/W143867266","https://openalex.org/W190299453","https://openalex.org/W193545200","https://openalex.org/W1502375784","https://openalex.org/W1760239498","https://openalex.org/W1822248432","https://openalex.org/W1880262756","https://openalex.org/W1970830946","https://openalex.org/W1972719705","https://openalex.org/W1972785905","https://openalex.org/W1973956316","https://openalex.org/W1981169458","https://openalex.org/W1984757319","https://openalex.org/W1993897382","https://openalex.org/W2001082470","https://openalex.org/W2001932471","https://openalex.org/W2009779426","https://openalex.org/W2015828157","https://openalex.org/W2020842694","https://openalex.org/W2034692798","https://openalex.org/W2035237009","https://openalex.org/W2036542275","https://openalex.org/W2047240862","https://openalex.org/W2048975940","https://openalex.org/W2050854415","https://openalex.org/W2061194032","https://openalex.org/W2072841881","https://openalex.org/W2073021764","https://openalex.org/W2087692915","https://openalex.org/W2096631889","https://openalex.org/W2105397135","https://openalex.org/W2105666116","https://openalex.org/W2115014674","https://openalex.org/W2116137244","https://openalex.org/W2118338035","https://openalex.org/W2123743113","https://openalex.org/W2135790056","https://openalex.org/W2139809240","https://openalex.org/W2139872359","https://openalex.org/W2149814409","https://openalex.org/W2151751257","https://openalex.org/W2168936785","https://openalex.org/W2177274842","https://openalex.org/W2240167975","https://openalex.org/W2949746048","https://openalex.org/W2963184995","https://openalex.org/W4237791300","https://openalex.org/W4248892431","https://openalex.org/W6600031548","https://openalex.org/W6605917969","https://openalex.org/W6607690849","https://openalex.org/W6607789936","https://openalex.org/W6629940606","https://openalex.org/W6637870237","https://openalex.org/W6637940937","https://openalex.org/W6638605068","https://openalex.org/W6643153375","https://openalex.org/W6663045606","https://openalex.org/W6677121468"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2185469136","https://openalex.org/W3125580266","https://openalex.org/W44246808","https://openalex.org/W4317039510"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,17,63,159],"investigate":[4],"a":[5,65,95],"novel":[6],"cross-":[7,66],"platform":[8,51,67,97],"multimedia":[9],"problem:":[10],"given":[11],"two":[12,23,84,169],"platforms,":[13,24],"Flickr":[14,30,41,180,188,203],"and":[15,34,98,108,134,138,182,204,207,217],"Foursquare,":[16],"conduct":[18],"the":[19,26,35,61,102,126,130,145,151,156,161,197,212,219,229],"recommendation":[20,28,37,55,171,176,186],"between":[21,83],"these":[22],"namely":[25],"photo":[27],"from":[29,38,48,113,177,187,202],"to":[31,40,52,94,179,189],"Foursquare":[32,39,178,190],"users":[33,47,181],"venue":[36,175],"users.":[42,191],"Such":[43],"inter-platform":[44,170,230],"recommendations":[45],"enable":[46,144],"one":[49],"single":[50],"enjoy":[53],"different":[54,106,114,148,223,226],"services":[56],"effectively":[57],".":[58],"To":[59],"solve":[60],"problem,":[62],"propose":[64],"multi-modal":[68],"topic":[69,127,132,136,153],"model":[70],"(":[71],"CM":[72,117,163],"<sup":[73,118,164],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[74,119,165],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sup>":[75,120,166],"TM),":[76],"which":[77],"is":[78],"capable":[79],"of:":[80],"1)":[81,173],"differentiating":[82],"kinds":[85],"of":[86,214,221],"topics,":[87],"i.e.,":[88],"platform-":[89],"specific":[90],"topics":[91,100],"only":[92,124],"relevant":[93],"certain":[96],"shared":[99,104,131],"characterizing":[101],"knowledge":[103],"by":[105],"platforms":[107,224],"2)":[109,183],"aligning":[110],"multiple":[111],"modalities":[112,149,227],"platforms.":[115],"Specifically,":[116],"TM":[121,167],"can":[122],"not":[123],"split":[125],"space":[128,133,137],"into":[129,168],"platform-specific":[135],"learn":[139],"them":[140],"simultaneously,":[141],"but":[142],"also":[143],"alignment":[146],"among":[147],"through":[150],"learned":[152],"space.":[154],"Given":[155],"location":[157],"information,":[158],"applied":[160],"proposed":[162],"applications:":[172],"personalized":[174,184],"image":[185],"We":[192],"have":[193],"conducted":[194],"experiments":[195],"on":[196],"collected":[198],"large-scale":[199],"real-world":[200],"dataset":[201],"Foursquare.":[205],"Qualitative":[206],"quantitative":[208],"evaluation":[209],"results":[210],"validate":[211],"effectiveness":[213],"our":[215],"method":[216],"demonstrate":[218],"advantage":[220],"connecting":[222],"with":[225],"for":[228],"recommendation.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}