{"id":"https://openalex.org/W4388105395","doi":"https://doi.org/10.1007/s40747-023-01267-1","title":"Knowledge-aware progressive clustering for social image","display_name":"Knowledge-aware progressive clustering for social image","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388105395","doi":"https://doi.org/10.1007/s40747-023-01267-1"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-01267-1","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s40747-023-01267-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01267-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01267-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100626912","display_name":"Mingyuan Li","orcid":"https://orcid.org/0000-0001-5864-6160"},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyuan Li","raw_affiliation_strings":["National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China"],"raw_orcid":"https://orcid.org/0000-0001-5864-6160","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084781000","display_name":"Yadong Dong","orcid":"https://orcid.org/0000-0002-1257-9449"},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadong Dong","raw_affiliation_strings":["National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725943","display_name":"Dongqing Liu","orcid":"https://orcid.org/0000-0003-1258-4499"},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongqing Liu","raw_affiliation_strings":["National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087316018","display_name":"Xiaoqiang Yan","orcid":"https://orcid.org/0000-0002-0002-9300"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiang Yan","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Kexuedadao, Zhengzhou, 450000, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Kexuedadao, Zhengzhou, 450000, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072294864","display_name":"Caitong Yue","orcid":"https://orcid.org/0000-0002-3362-0703"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caitong Yue","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Kexuedadao, Zhengzhou, 450000, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Kexuedadao, Zhengzhou, 450000, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073568477","display_name":"Xiangyang Ren","orcid":"https://orcid.org/0000-0003-2116-9545"},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangyang Ren","raw_affiliation_strings":["Medical 3D Printing Center of Henan Province, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China"],"raw_orcid":"https://orcid.org/0000-0003-2116-9545","affiliations":[{"raw_affiliation_string":"Medical 3D Printing Center of Henan Province, The First Affiliated Hospital of Zhengzhou University, Jianshe, Zhengzhou, 450000, Henan, China","institution_ids":["https://openalex.org/I4210156804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073568477"],"corresponding_institution_ids":["https://openalex.org/I4210156804"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13592702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":"2173","last_page":"2185"},"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":0.9993000030517578,"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":0.9993000030517578,"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":0.996999979019165,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9843999743461609,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6892518997192383},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6770881414413452},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.559941291809082},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48273226618766785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47162437438964844},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4377892315387726},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4097193777561188},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37458735704421997},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36671799421310425},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.3084200620651245}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6892518997192383},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6770881414413452},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.559941291809082},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48273226618766785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47162437438964844},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4377892315387726},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4097193777561188},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37458735704421997},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36671799421310425},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.3084200620651245}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-023-01267-1","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s40747-023-01267-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01267-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:eb8f92aa899c48c79f51a39125e9af8b","is_oa":true,"landing_page_url":"https://doaj.org/article/eb8f92aa899c48c79f51a39125e9af8b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 2, Pp 2173-2185 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-01267-1","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s40747-023-01267-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01267-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1959639559","display_name":null,"funder_award_id":"62102368","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388105395.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1556911442","https://openalex.org/W2007972815","https://openalex.org/W2010425028","https://openalex.org/W2141282920","https://openalex.org/W2155803963","https://openalex.org/W2547411571","https://openalex.org/W2565245405","https://openalex.org/W2779176574","https://openalex.org/W2787885212","https://openalex.org/W2809034148","https://openalex.org/W2809299793","https://openalex.org/W2832876791","https://openalex.org/W2891220989","https://openalex.org/W2900531459","https://openalex.org/W2904419448","https://openalex.org/W2943996654","https://openalex.org/W2946804760","https://openalex.org/W2952171869","https://openalex.org/W2963052338","https://openalex.org/W2963149704","https://openalex.org/W2963514026","https://openalex.org/W2963757650","https://openalex.org/W2963840432","https://openalex.org/W2964281014","https://openalex.org/W2972028571","https://openalex.org/W2997431888","https://openalex.org/W2999049732","https://openalex.org/W3008949606","https://openalex.org/W3101747232","https://openalex.org/W3121976317","https://openalex.org/W3173532622","https://openalex.org/W4200398229","https://openalex.org/W4210384322","https://openalex.org/W4235505822","https://openalex.org/W4287891019","https://openalex.org/W4312973985","https://openalex.org/W4377710637","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W2089969684","https://openalex.org/W2002918846","https://openalex.org/W2503910294","https://openalex.org/W2034539438","https://openalex.org/W2384506582","https://openalex.org/W2019897126","https://openalex.org/W2120663665","https://openalex.org/W1787428848","https://openalex.org/W2188202313","https://openalex.org/W2130191173"],"abstract_inverted_index":{"Abstract":[0],"Social":[1],"image":[2,8,31,181,188],"data":[3],"refer":[4],"to":[5,53,69,94,110,141,151,167],"the":[6,16,24,43,56,61,96,112,143,153,169,191,194],"annotated":[7],"with":[9,115],"tags":[10,17,47,62,114,127],"in":[11,14],"social":[12,30,57,100,180,187],"media,":[13],"which":[15,90,118,146],"are":[18,63],"always":[19],"labeled":[20],"by":[21],"users.":[22,76],"Integrating":[23],"visual":[25,156],"and":[26,35,38,48,66,72,157,175],"textual":[27,158],"information":[28,139],"of":[29,75,99,179,193],"can":[32],"obtain":[33,176],"accurate":[34],"comprehensive":[36],"feature":[37],"improve":[39],"clustering":[40,87,98],"performance.":[41],"However,":[42],"heterogeneous":[44,144],"gap":[45],"between":[46,155],"images":[49],"makes":[50],"it":[51],"difficult":[52],"reasonably":[54],"organize":[55],"images.":[58,101],"In":[59],"addition,":[60],"often":[64],"sparse":[65,113],"incomplete":[67],"due":[68],"personal":[70],"preference":[71],"cognition":[73],"differences":[74],"To":[77],"solve":[78],"these":[79],"problems,":[80],"we":[81,103,132],"propose":[82],"a":[83,105,120,161],"novel":[84],"knowledge-aware":[85],"progressive":[86,162],"(KAPC)":[88],"method,":[89],"employs":[91],"human":[92,116],"knowledge":[93,129],"guide":[95,172],"cross-modal":[97],"Firstly,":[102],"design":[104],"dual-similarity":[106],"semantic":[107,123],"expansion":[108],"strategy":[109],"complement":[111],"knowledge,":[117],"constructs":[119],"more":[121],"complete":[122],"similarity":[124],"matrix":[125],"for":[126],"through":[128],"graphs.":[130],"Secondly,":[131],"define":[133],"an":[134],"objective":[135],"function":[136],"based":[137],"on":[138,185],"theory":[140],"bridge":[142],"gap,":[145],"align":[147],"inter-modal":[148],"cluster":[149],"distribution":[150],"explore":[152],"correlation":[154],"information.":[159],"Finally,":[160],"iteration":[163],"method":[164],"is":[165],"designed":[166],"make":[168],"two":[170],"modalities":[171],"each":[173],"other":[174],"better":[177],"performance":[178],"clustering.":[182],"Extensive":[183],"experiments":[184],"four":[186],"datasets":[189],"verify":[190],"effectiveness":[192],"proposed":[195],"KAPC":[196],"method.":[197]},"counts_by_year":[],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}