{"id":"https://openalex.org/W2111065597","doi":"https://doi.org/10.1145/1631272.1631346","title":"Semi-supervised topic modeling for image annotation","display_name":"Semi-supervised topic modeling for image annotation","publication_year":2009,"publication_date":"2009-10-19","ids":{"openalex":"https://openalex.org/W2111065597","doi":"https://doi.org/10.1145/1631272.1631346","mag":"2111065597"},"language":"en","primary_location":{"id":"doi:10.1145/1631272.1631346","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1631272.1631346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM international conference on Multimedia","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/A5054919972","display_name":"Yuanlong Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanlong Shao","raw_affiliation_strings":["State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103232390","display_name":"Yuan Zhou","orcid":"https://orcid.org/0000-0002-7846-8629"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102013345","display_name":"Xiaofei He","orcid":"https://orcid.org/0009-0001-9107-2354"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei He","raw_affiliation_strings":["State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061528283","display_name":"Deng Cai","orcid":"https://orcid.org/0000-0003-3444-8383"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deng Cai","raw_affiliation_strings":["State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059021869","display_name":"Hujun Bao","orcid":"https://orcid.org/0000-0002-2662-0334"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hujun Bao","raw_affiliation_strings":["State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD&amp;CG, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, Zhejiang, China#TAB#","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054919972"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.3236,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.60890581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"521","last_page":"524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7428334355354309},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.7189128398895264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6986032128334045},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6416449546813965},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5736942887306213},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.561803936958313},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5258151292800903},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.516982913017273},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4961293637752533},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4959746301174164},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47810977697372437},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.45901715755462646},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.41322046518325806},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.40267515182495117},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37083643674850464},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.11439990997314453},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1039533019065857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428334355354309},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.7189128398895264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6986032128334045},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6416449546813965},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5736942887306213},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.561803936958313},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5258151292800903},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.516982913017273},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4961293637752533},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4959746301174164},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47810977697372437},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.45901715755462646},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.41322046518325806},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.40267515182495117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37083643674850464},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.11439990997314453},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1039533019065857},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1631272.1631346","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1631272.1631346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.800000011920929,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1625255723","https://openalex.org/W1746680969","https://openalex.org/W2020842694","https://openalex.org/W2098318489","https://openalex.org/W2104290444","https://openalex.org/W2107034620","https://openalex.org/W2115876302","https://openalex.org/W2123241287","https://openalex.org/W2133598579","https://openalex.org/W2139823104","https://openalex.org/W2150461699","https://openalex.org/W2168084958","https://openalex.org/W2567948266","https://openalex.org/W2997701990","https://openalex.org/W4285719527","https://openalex.org/W6636494156"],"related_works":["https://openalex.org/W3109610583","https://openalex.org/W2387045723","https://openalex.org/W2375518579","https://openalex.org/W117517268","https://openalex.org/W2944373987","https://openalex.org/W2112684860","https://openalex.org/W2391701611","https://openalex.org/W2149544245","https://openalex.org/W3000568127","https://openalex.org/W2923551166"],"abstract_inverted_index":{"We":[0,99],"propose":[1,110],"a":[2,11,36,75,101,111,118],"novel":[3],"technique":[4],"for":[5,27,79],"semi-supervised":[6],"image":[7],"annotation":[8],"which":[9],"introduces":[10],"harmonic":[12],"regularizer":[13],"based":[14],"on":[15],"the":[16,20,23,32,56,60,65,86,107],"graph":[17,104],"Laplacian":[18],"of":[19,31,47,67,70,92,125],"data":[21],"into":[22,59],"probabilistic":[24,37],"semantic":[25,38],"model":[26,61,106,120],"learning":[28],"latent":[29,51,68,93,126],"topics":[30,69,94,127],"images.":[33],"By":[34],"using":[35],"model,":[39],"we":[40,54],"connect":[41],"visual":[42,83],"features":[43,84],"and":[44,109,121],"textual":[45],"annotations":[46],"images":[48,71,80,129,139],"by":[49],"their":[50,89],"topics.":[52],"Meanwhile,":[53],"incorporate":[55],"manifold":[57,108],"assumption":[58],"to":[62,105,115,128],"say":[63],"that":[64,78],"probabilities":[66],"are":[72],"drawn":[73],"from":[74],"manifold,":[76],"so":[77],"sharing":[81],"similar":[82],"or":[85],"same":[87],"annotations,":[88],"probability":[90,123],"distribution":[91],"should":[95],"also":[96],"be":[97,141],"similar.":[98],"create":[100],"nearest":[102],"neighbor":[103],"regularized":[112],"EM":[113],"algorithm":[114],"simultaneously":[116],"learn":[117],"generative":[119],"assign":[122],"density":[124],"discriminatively.":[130],"In":[131],"this":[132],"way,":[133],"databases":[134],"with":[135],"very":[136],"few":[137],"labeled":[138],"can":[140],"annotated":[142],"better":[143],"than":[144],"previous":[145],"works.":[146]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
