{"id":"https://openalex.org/W2115115103","doi":"https://doi.org/10.1145/1631272.1631298","title":"Ranking with local regression and global alignment for cross media retrieval","display_name":"Ranking with local regression and global alignment for cross media retrieval","publication_year":2009,"publication_date":"2009-10-19","ids":{"openalex":"https://openalex.org/W2115115103","doi":"https://doi.org/10.1145/1631272.1631298","mag":"2115115103"},"language":"en","primary_location":{"id":"doi:10.1145/1631272.1631298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1631272.1631298","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/A5005421447","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-0512-880X"},"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":"Yi Yang","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, China","College of Computer Science, Zhejiang University,,,Hangzhou,,China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Computer Science, Zhejiang University,,,Hangzhou,,China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082181536","display_name":"Dong Xu","orcid":"https://orcid.org/0000-0003-2775-9730"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dong Xu","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003222421","display_name":"Feiping Nie","orcid":"https://orcid.org/0000-0002-0871-6519"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Feiping Nie","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055469774","display_name":"Jiebo Luo","orcid":"https://orcid.org/0000-0002-4516-9729"},"institutions":[{"id":"https://openalex.org/I4210159451","display_name":"Kodak (United States)","ror":"https://ror.org/04rn3ph18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiebo Luo","raw_affiliation_strings":["Kodak Research Laboratories, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"Kodak Research Laboratories, Rochester, USA","institution_ids":["https://openalex.org/I4210159451"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008666077","display_name":"Yueting Zhuang","orcid":"https://orcid.org/0000-0001-9017-2508"},"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":"Yueting Zhuang","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang university, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang university, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005421447"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":17.0598,"has_fulltext":false,"cited_by_count":181,"citation_normalized_percentile":{"value":0.99367089,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"184"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"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/T11439","display_name":"Video Analysis and Summarization","score":0.996999979019165,"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":0.8280054926872253},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7739795446395874},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.603065550327301},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.49590930342674255},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.46281754970550537},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4348376393318176},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.4233250916004181},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.4224083125591278},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08133065700531006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8280054926872253},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7739795446395874},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.603065550327301},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.49590930342674255},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.46281754970550537},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4348376393318176},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.4233250916004181},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.4224083125591278},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08133065700531006},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1631272.1631298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1631272.1631298","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.649.6854","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.649.6854","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vc.sce.ntu.edu.sg/index_files/p175-yang.pdf","raw_type":"text"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:269170","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1540288699","https://openalex.org/W1578099820","https://openalex.org/W1581232815","https://openalex.org/W1860923984","https://openalex.org/W1917380066","https://openalex.org/W1969198379","https://openalex.org/W1981276685","https://openalex.org/W1989085630","https://openalex.org/W2005915018","https://openalex.org/W2014478203","https://openalex.org/W2028605775","https://openalex.org/W2032803316","https://openalex.org/W2034785770","https://openalex.org/W2039118116","https://openalex.org/W2045107949","https://openalex.org/W2053186076","https://openalex.org/W2056763477","https://openalex.org/W2077529516","https://openalex.org/W2093192785","https://openalex.org/W2099716451","https://openalex.org/W2100911004","https://openalex.org/W2111993661","https://openalex.org/W2112037975","https://openalex.org/W2112193096","https://openalex.org/W2128568752","https://openalex.org/W2131791003","https://openalex.org/W2140190241","https://openalex.org/W2142575067","https://openalex.org/W2147069236","https://openalex.org/W2154455818","https://openalex.org/W2168955003","https://openalex.org/W2999905431","https://openalex.org/W6634702315","https://openalex.org/W6680704940"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W2138488530","https://openalex.org/W4385565564","https://openalex.org/W2370100764","https://openalex.org/W2031468273","https://openalex.org/W2387658907","https://openalex.org/W2351112195","https://openalex.org/W2041353081","https://openalex.org/W2898073868","https://openalex.org/W2110822809"],"abstract_inverted_index":{"Rich":[0],"multimedia":[1,24,67,71],"content":[2,72],"including":[3],"images,":[4],"audio":[5],"and":[6,18,26,43,73,89],"text":[7],"are":[8],"frequently":[9],"used":[10,114],"to":[11,115,130,150,157,172],"describe":[12],"the":[13,40,44,62,117,133,138,174,181],"same":[14],"semantics":[15],"in":[16],"E-Learning":[17],"Ebusiness":[19],"web":[20],"pages,":[21],"instructive":[22],"slides,":[23],"cyclopedias,":[25],"so":[27,141],"on.":[28],"In":[29,102],"this":[30],"paper,":[31],"we":[32],"present":[33],"a":[34,80,95,108,126],"framework":[35],"for":[36,99,104,163],"cross-media":[37],"retrieval,":[38],"where":[39],"query":[41],"example":[42],"retrieved":[45],"result(s)":[46],"can":[47,147],"be":[48,148],"of":[49,65,120,183],"different":[50,66],"media":[51],"types.":[52],"We":[53,78,124],"first":[54],"construct":[55],"Multimedia":[56],"Correlation":[57],"Space":[58],"(MMCS)":[59],"by":[60],"exploring":[61],"semantic":[63],"correlation":[64],"modalities,":[68],"during":[69],"which":[70,93],"co-occurrence":[74],"information":[75],"is":[76,113,155,170],"utilized.":[77],"propose":[79,125],"novel":[81],"ranking":[82,85,118,145],"algorithm,":[83],"namely":[84],"with":[86],"Local":[87],"Regression":[88],"Global":[90],"Alignment":[91],"(LRGA),":[92],"learns":[94],"robust":[96],"Laplacian":[97],"matrix":[98],"data":[100,106,139,152,164],"ranking.":[101,165],"LRGA,":[103],"each":[105,151],"point,":[107],"local":[109,134],"linear":[110],"regression":[111],"model":[112],"predict":[116],"values":[119],"its":[121],"neighboring":[122],"points.":[123],"unified":[127],"objective":[128],"function":[129],"globally":[131],"align":[132],"models":[135],"from":[136],"all":[137],"points":[140],"that":[142],"an":[143],"optimal":[144],"value":[146],"assigned":[149],"point.":[153],"LRGA":[154],"insensitive":[156],"parameters,":[158],"making":[159],"it":[160],"particularly":[161],"suitable":[162],"A":[166],"relevance":[167],"feedback":[168],"algorithm":[169],"proposed":[171],"improve":[173],"retrieval":[175],"performance.":[176],"Comprehensive":[177],"experiments":[178],"have":[179],"demonstrated":[180],"effectiveness":[182],"our":[184],"methods.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":25},{"year":2012,"cited_by_count":18}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}