{"id":"https://openalex.org/W1481287072","doi":"https://doi.org/10.1109/icme.2015.7177411","title":"Improving cross-modal correlation learning with hyperlinks","display_name":"Improving cross-modal correlation learning with hyperlinks","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1481287072","doi":"https://doi.org/10.1109/icme.2015.7177411","mag":"1481287072"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2015.7177411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2015.7177411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Multimedia and Expo (ICME)","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/A5100669242","display_name":"Shuhui Wang","orcid":"https://orcid.org/0000-0002-5931-0527"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuhui Wang","raw_affiliation_strings":["Key Lab of Intell. Info. Process., Chinese Academy of Sciences","Key Lab. of Intell. Info. Process, Inst, of Comput. Tech., Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Intell. Info. Process., Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Lab. of Intell. Info. Process, Inst, of Comput. Tech., Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101973798","display_name":"Yiling Wu","orcid":"https://orcid.org/0000-0002-7598-7183"},"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":"Yiling Wu","raw_affiliation_strings":["University of Chinese Academy of Sciences","Key Lab. of Intell. Info. Process, Inst, of Comput. Tech., Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab. of Intell. Info. Process, Inst, of Comput. Tech., Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366"]}]},{"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","Key Lab. of Intell. Info. Process, Inst, of Comput. Tech., Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab. of Intell. Info. Process, Inst, of Comput. Tech., Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100669242"],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":0.1841,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54437037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9994999766349792,"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":0.9994999766349792,"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":0.9980000257492065,"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":0.9968000054359436,"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/hyperlink","display_name":"Hyperlink","score":0.8970398306846619},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.7744864225387573},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.7686290740966797},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.7576301693916321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7413107752799988},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5853796005249023},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4660642743110657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46071040630340576},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.18604695796966553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1343105137348175},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12369254231452942}],"concepts":[{"id":"https://openalex.org/C30088001","wikidata":"https://www.wikidata.org/wiki/Q102014","display_name":"Hyperlink","level":3,"score":0.8970398306846619},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.7744864225387573},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7686290740966797},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7576301693916321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7413107752799988},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5853796005249023},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4660642743110657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46071040630340576},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.18604695796966553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1343105137348175},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12369254231452942},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme.2015.7177411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2015.7177411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1518769133","https://openalex.org/W1970055505","https://openalex.org/W2038854792","https://openalex.org/W2048101761","https://openalex.org/W2050752556","https://openalex.org/W2076008912","https://openalex.org/W2076455317","https://openalex.org/W2097018403","https://openalex.org/W2100235303","https://openalex.org/W2100341149","https://openalex.org/W2106277773","https://openalex.org/W2120750550","https://openalex.org/W2145406564","https://openalex.org/W2962735828","https://openalex.org/W4232730838","https://openalex.org/W6631142888","https://openalex.org/W6674642818","https://openalex.org/W6677873562","https://openalex.org/W6680642335"],"related_works":["https://openalex.org/W2367413540","https://openalex.org/W1968846550","https://openalex.org/W2070623039","https://openalex.org/W1991315556","https://openalex.org/W4387164999","https://openalex.org/W2006749424","https://openalex.org/W2616708266","https://openalex.org/W3131670725","https://openalex.org/W2334424990","https://openalex.org/W2354853260"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,23,36,77,84],"new":[3],"cross-modal":[4,94,109,127],"correlation":[5,13,62,67,73,85,110],"learning":[6,14,63],"framework":[7,118],"which":[8],"boosts":[9],"the":[10,17,28,54,102,122],"performance":[11],"of":[12,38],"models":[15],"using":[16,27],"hyperlink":[18,29,106],"information.":[19],"First,":[20],"we":[21,57,82],"design":[22],"neighborhood":[24,55],"selection":[25],"paradigm":[26],"structure":[30,78],"and":[31,49,70],"content":[32],"similarities":[33],"to":[34,89,104],"identify":[35],"set":[37],"semantically":[39,92],"related":[40],"documents":[41],"for":[42],"each":[43],"multi-modal":[44],"document":[45],"in":[46],"both":[47],"training":[48],"testing":[50],"stage.":[51],"Based":[52],"on":[53],"structure,":[56],"revise":[58],"two":[59],"well-established":[60],"content-based":[61],"models,":[64],"i.e.,":[65],"canonical":[66,72],"analysis":[68,74],"(CCA)":[69],"kernel":[71],"(KCCA)":[75],"with":[76],"coding":[79],"matrix.":[80],"Third,":[81],"develop":[83],"score":[86],"aggregation":[87],"technique":[88],"discover":[90],"more":[91],"relevant":[93],"documents.":[95],"To":[96],"our":[97,116],"best":[98],"knowledge,":[99],"this":[100],"is":[101],"first":[103],"introduce":[105],"information":[107],"into":[108],"learning.":[111],"Experimental":[112],"results":[113],"demonstrate":[114],"that":[115],"proposed":[117],"can":[119],"significantly":[120],"improve":[121],"model":[123],"generality":[124],"towards":[125],"real-world":[126],"retrieval.":[128]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
