{"id":"https://openalex.org/W2946080109","doi":"https://doi.org/10.3233/jifs-181760","title":"Joint index and cache technique for improving the effectiveness of a similar image search in big data framework","display_name":"Joint index and cache technique for improving the effectiveness of a similar image search in big data framework","publication_year":2019,"publication_date":"2019-05-23","ids":{"openalex":"https://openalex.org/W2946080109","doi":"https://doi.org/10.3233/jifs-181760","mag":"2946080109"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-181760","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-181760","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5049792030","display_name":"T. D. Nguyen","orcid":"https://orcid.org/0000-0002-3862-5853"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tri D.T. Nguyen","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000263913","display_name":"Eui\u2010Nam Huh","orcid":"https://orcid.org/0000-0003-0184-6975"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Eui-Nam Huh","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000263913"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":0.1012,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41347198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"36","issue":"6","first_page":"5943","last_page":"5958"},"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":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval 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/T10824","display_name":"Image Retrieval and Classification 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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9842000007629395,"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/joint","display_name":"Joint (building)","score":0.7900921106338501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.772675633430481},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.6853623986244202},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6586222648620605},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5575771331787109},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4175173044204712},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40786993503570557},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35299205780029297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3089603781700134},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.15468624234199524},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11607611179351807}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7900921106338501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.772675633430481},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.6853623986244202},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6586222648620605},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5575771331787109},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4175173044204712},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40786993503570557},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35299205780029297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3089603781700134},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.15468624234199524},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11607611179351807},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-181760","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-181760","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1556531089","https://openalex.org/W1677409904","https://openalex.org/W1917380066","https://openalex.org/W1971003115","https://openalex.org/W1974647172","https://openalex.org/W1977735603","https://openalex.org/W1984309565","https://openalex.org/W1985570011","https://openalex.org/W1999647634","https://openalex.org/W2002682147","https://openalex.org/W2004162156","https://openalex.org/W2007972815","https://openalex.org/W2026014384","https://openalex.org/W2028639006","https://openalex.org/W2038286260","https://openalex.org/W2048639439","https://openalex.org/W2053454549","https://openalex.org/W2057175746","https://openalex.org/W2058702651","https://openalex.org/W2072775441","https://openalex.org/W2080928936","https://openalex.org/W2088866137","https://openalex.org/W2093324194","https://openalex.org/W2111993661","https://openalex.org/W2122557169","https://openalex.org/W2124509324","https://openalex.org/W2130660124","https://openalex.org/W2147277317","https://openalex.org/W2150491921","https://openalex.org/W2151103935","https://openalex.org/W2155803963","https://openalex.org/W2165428671","https://openalex.org/W2167853719","https://openalex.org/W2171572695","https://openalex.org/W2287451110","https://openalex.org/W2586723083","https://openalex.org/W2591614014","https://openalex.org/W2612843237","https://openalex.org/W2786671750","https://openalex.org/W2804390575","https://openalex.org/W2959792658","https://openalex.org/W4239907032","https://openalex.org/W6640142374","https://openalex.org/W6660414082","https://openalex.org/W6678775411","https://openalex.org/W6734317292"],"related_works":["https://openalex.org/W2002447458","https://openalex.org/W2978234412","https://openalex.org/W2354128230","https://openalex.org/W2187610212","https://openalex.org/W2556104649","https://openalex.org/W2352976029","https://openalex.org/W2350334248","https://openalex.org/W2005895614","https://openalex.org/W3181936963","https://openalex.org/W2809879244","https://openalex.org/W1980036497","https://openalex.org/W2348393701","https://openalex.org/W1970372119","https://openalex.org/W3013806320","https://openalex.org/W2462668730","https://openalex.org/W2942575091","https://openalex.org/W2367340959","https://openalex.org/W1820949069","https://openalex.org/W2793702456","https://openalex.org/W2082146874"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,22,57,66,77,88,99,111,116,126,132,153,188],"exponentially":[2],"increasing":[3],"amount":[4],"of":[5,24,39,61,90,152,175],"digital":[6],"images":[7],"available":[8],"imposes":[9],"a":[10,14,40,44,52,62,70,81,91,102,135,145,150,159],"great":[11],"challenge":[12],"to":[13,21,34,55,75,121,144,170],"content-based":[15],"image":[16],"retrieval":[17,63],"(CBIR)":[18],"system":[19,42,93,138],"due":[20,120],"requirement":[23],"extensive-computing.":[25],"Considering":[26],"this":[27,29,137],"challenge,":[28],"paper":[30],"presents":[31],"an":[32,180],"approach":[33,164],"achieve":[35],"effectiveness":[36],"and":[37,178],"scalability":[38,97],"CBIR":[41,67,92],"in":[43,65,80,125,173,187],"large-scale":[45],"dataset.":[46],"To":[47],"do":[48],"that,":[49],"we":[50],"propose":[51],"cache":[53],"mechanism":[54],"spare":[56],"distance":[58],"computation":[59],"efforts":[60],"task":[64],"system.":[68,100],"Additionally,":[69,101],"MapReduce":[71],"technique":[72],"is":[73,155,185],"presented":[74],"exploit":[76],"cached":[78],"data":[79,112,123],"parallel":[82],"facility,":[83],"thereby":[84],"not":[85],"only":[86,149],"improving":[87],"performance":[89],"but":[94],"also":[95],"ensuring":[96],"for":[98,109],"collaborative":[103],"caching":[104],"service":[105],"has":[106],"been":[107],"introduced":[108],"enhancing":[110],"availability,":[113],"thus":[114],"decreasing":[115],"network":[117],"traffic":[118],"load":[119],"fetching":[122],"remotely":[124],"distributed":[127],"environment.":[128,190],"Moreover,":[129],"by":[130],"clustering":[131],"dataset":[133,154],"before":[134],"search,":[136],"can":[139],"be":[140],"efficient":[141],"at":[142,158],"responding":[143],"user":[146],"query":[147],"since":[148],"portion":[151],"actually":[156],"operated":[157],"time.":[160],"Through":[161],"experiments,":[162],"our":[163],"obtains":[165],"significant":[166],"efficiency":[167],"gains":[168],"compared":[169],"other":[171],"methods":[172],"terms":[174],"response":[176],"time":[177],"achieves":[179],"acceptable":[181],"accuracy":[182],"ratio,":[183],"which":[184],"applicable":[186],"practical":[189]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}