{"id":"https://openalex.org/W2076046265","doi":"https://doi.org/10.1145/2808492.2808569","title":"Image-regulated graph topic model for cross-media topic detection","display_name":"Image-regulated graph topic model for cross-media topic detection","publication_year":2015,"publication_date":"2015-08-19","ids":{"openalex":"https://openalex.org/W2076046265","doi":"https://doi.org/10.1145/2808492.2808569","mag":"2076046265"},"language":"en","primary_location":{"id":"doi:10.1145/2808492.2808569","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808492.2808569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Internet Multimedia Computing and Service","raw_type":"proceedings-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/A5100645275","display_name":"Zhiyi Wang","orcid":"https://orcid.org/0000-0002-9349-4059"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyi Wang","raw_affiliation_strings":["University of Chinese Academy of Sciences, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420654","display_name":"Liang Li","orcid":"https://orcid.org/0000-0002-1943-8219"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Li","raw_affiliation_strings":["University of Chinese Academy of Sciences, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673406","display_name":"Chunjie Zhang","orcid":"https://orcid.org/0000-0002-1161-8995"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjie Zhang","raw_affiliation_strings":["University of Chinese Academy of Sciences, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"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":"Qingming Huang","raw_affiliation_strings":["University of Chinese Academy of Sciences, China and Inst. of Comput. Tech., CAS, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China","University of Chinese Academy of Sciences, China and Inst. of Comput. Tech., CAS, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, China and Inst. of Comput. Tech., CAS, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, China and Inst. of Comput. Tech., CAS, China and Key Laboratory of Big Data Mining and Knowledge Management, CAS, China#TAB#","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100645275"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.1841,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57647985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.998199999332428,"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":0.8339328765869141},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6698070764541626},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.66800856590271},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5745989680290222},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5045610666275024},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4908204972743988},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4673595428466797},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4529581665992737},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33668026328086853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.29330840706825256},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28586506843566895},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.13075894117355347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8339328765869141},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6698070764541626},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.66800856590271},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5745989680290222},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5045610666275024},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4908204972743988},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4673595428466797},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4529581665992737},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33668026328086853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29330840706825256},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28586506843566895},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.13075894117355347},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2808492.2808569","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808492.2808569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Internet Multimedia Computing and Service","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1714665356","https://openalex.org/W1821733656","https://openalex.org/W1880262756","https://openalex.org/W1934021597","https://openalex.org/W1964305049","https://openalex.org/W1983496208","https://openalex.org/W1989813731","https://openalex.org/W2001082470","https://openalex.org/W2020842694","https://openalex.org/W2062097648","https://openalex.org/W2066419386","https://openalex.org/W2074486097","https://openalex.org/W2081357526","https://openalex.org/W2101911890","https://openalex.org/W2107743791","https://openalex.org/W2123549998","https://openalex.org/W2140124448","https://openalex.org/W2161050705","https://openalex.org/W4233135949","https://openalex.org/W4252381709","https://openalex.org/W6637728149","https://openalex.org/W6678337573","https://openalex.org/W6680343917"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595","https://openalex.org/W2516693588","https://openalex.org/W2116112408"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"pictures":[3,50],"and":[4,51],"videos":[5],"have":[6],"become":[7],"ubiquitous":[8],"on":[9],"the":[10,14,56,70,92,127],"Internet,":[11],"which":[12,86],"encourage":[13],"development":[15],"of":[16,129],"algorithm":[17],"that":[18],"analyze":[19],"their":[20,62],"semantic":[21],"contents":[22],"for":[23,117],"detecting":[24],"topics.":[25],"Among":[26],"them,":[27],"topic":[28,59,118],"modeling":[29,93],"plays":[30],"an":[31],"essential":[32],"role":[33],"in":[34,91],"discovering":[35],"topics":[36,67,108],"from":[37,69],"document":[38],"collections.":[39],"However,":[40],"with":[41],"rich":[42],"auxiliary":[43,97],"information":[44,99,116],"(such":[45],"as":[46,109,114],"geo-information,":[47],"user-annotated":[48],"tags,":[49],"videos)":[52],"rising":[53],"up":[54],"around":[55],"text,":[57],"traditional":[58],"models":[60],"show":[61],"limitations":[63],"to":[64],"discover":[65],"latent":[66],"effectively":[68],"cross-media":[71,88,124],"data.":[72],"To":[73],"address":[74],"this":[75],"problem,":[76],"we":[77],"propose":[78],"a":[79],"novel":[80],"Image-regulated":[81],"Graph":[82],"Topic":[83],"Model":[84],"(IGTM),":[85],"combines":[87],"data":[89],"together":[90],"process.":[94],"By":[95],"utilizing":[96],"relation":[98],"among":[100],"images,":[101],"IGTM":[102],"can":[103],"achieve":[104],"higher":[105],"quality":[106],"underlying":[107],"image":[110],"relationships":[111],"could":[112],"serve":[113],"weakly-supervised":[115],"modeling.":[119],"Experimental":[120],"results":[121],"over":[122],"two":[123],"datasets":[125],"demonstrate":[126],"effectiveness":[128],"our":[130],"model.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
