{"id":"https://openalex.org/W2922450754","doi":"https://doi.org/10.1145/3301551.3301568","title":"Video Content Annotation Method Based on Multi-weight Multi-source Transfer Learning","display_name":"Video Content Annotation Method Based on Multi-weight Multi-source Transfer Learning","publication_year":2018,"publication_date":"2018-12-29","ids":{"openalex":"https://openalex.org/W2922450754","doi":"https://doi.org/10.1145/3301551.3301568","mag":"2922450754"},"language":"en","primary_location":{"id":"doi:10.1145/3301551.3301568","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301551.3301568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Technology: IoT and Smart City","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/A5076793177","display_name":"Wenbi Rao","orcid":"https://orcid.org/0000-0003-1465-1544"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rao Wenbi","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101014190","display_name":"Tan Yongqiang","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Yongqiang","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100976740","display_name":"Yao Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Yao","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1941056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9966999888420105,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9886999726295471,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9790999889373779,"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":0.7992228269577026},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7068953514099121},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6272283792495728},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4727930724620819},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.47001221776008606},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3607718348503113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35327982902526855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07171347737312317},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06382167339324951}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7992228269577026},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7068953514099121},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6272283792495728},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4727930724620819},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.47001221776008606},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3607718348503113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35327982902526855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07171347737312317},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06382167339324951},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301551.3301568","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301551.3301568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Technology: IoT and Smart City","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":14,"referenced_works":["https://openalex.org/W115883071","https://openalex.org/W1978920452","https://openalex.org/W1979511819","https://openalex.org/W1982711299","https://openalex.org/W2078488070","https://openalex.org/W2081580037","https://openalex.org/W2104290444","https://openalex.org/W2120559187","https://openalex.org/W2122084318","https://openalex.org/W2147034979","https://openalex.org/W2159570078","https://openalex.org/W2164943005","https://openalex.org/W2165698076","https://openalex.org/W2997701990"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W2556260348"],"abstract_inverted_index":{"In":[0],"solving":[1],"the":[2,19,24,30,34,48,63,72,88,94],"problem":[3],"of":[4,21,55,65,75,90],"video":[5,66],"content":[6,67],"annotation,":[7],"this":[8,76],"paper":[9],"proposes":[10],"a":[11,51],"Multi-Weight":[12],"Multi-Source":[13],"Transfer":[14],"Learning":[15],"(MW-MSTL).":[16],"According":[17],"to":[18,39],"degree":[20],"correlation":[22],"between":[23],"source":[25,41],"domain":[26,32,42],"image":[27,43],"group":[28],"and":[29,80],"target":[31,52,95],"video,":[33],"method":[35,77],"assigns":[36],"different":[37,40],"weights":[38],"groups.":[44],"Finally,":[45],"based":[46],"on":[47,78,93],"smoothness":[49],"assumption,":[50],"classifier":[53],"capable":[54],"classifying":[56],"user":[57],"videos":[58],"is":[59,85],"trained.and":[60],"then":[61],"complete":[62],"task":[64],"annotation.":[68],"Experiments":[69],"show":[70],"that":[71],"average":[73],"accuracy":[74],"kodak":[79],"Columbia":[81],"Consumer":[82],"Video(CCV)":[83],"database":[84],"42.68%":[86],"in":[87],"absence":[89],"labeled":[91],"data":[92],"domain.":[96],"Compared":[97],"with":[98],"other":[99],"methods,":[100],"it":[101],"has":[102],"achieved":[103],"better":[104],"labeling":[105],"effect.":[106]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
