{"id":"https://openalex.org/W2911893874","doi":"https://doi.org/10.1109/bigdata.2018.8621911","title":"Identification of Important Images for Understanding Web Pages","display_name":"Identification of Important Images for Understanding Web Pages","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911893874","doi":"https://doi.org/10.1109/bigdata.2018.8621911","mag":"2911893874"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8621911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8621911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101839929","display_name":"Ying Zhong","orcid":"https://orcid.org/0000-0003-4916-7330"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ying Zhong","raw_affiliation_strings":["School of Integrative and Global Majors, University of Tsukuba, Ibaraki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrative and Global Majors, University of Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049129001","display_name":"Masaki Matsubara","orcid":"https://orcid.org/0000-0003-1950-683X"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaki Matsubara","raw_affiliation_strings":["Faculty of Library, Information and Media Science, University of Tsukuba, Ibaraki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Library, Information and Media Science, University of Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071533497","display_name":"Atsuyuki Morishima","orcid":"https://orcid.org/0000-0003-4606-9065"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsuyuki Morishima","raw_affiliation_strings":["Faculty of Library, Information and Media Science, University of Tsukuba, Ibaraki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Library, Information and Media Science, University of Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I146399215"],"apc_list":null,"apc_paid":null,"fwci":1.0863,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7727078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3568","last_page":"3574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9898999929428101,"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/T12481","display_name":"Digital Accessibility for Disabilities","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.7912976741790771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7857831716537476},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.7400468587875366},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6694686412811279},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5551658272743225},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5392234921455383},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5224955677986145},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.4468367099761963},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07968154549598694}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.7912976741790771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7857831716537476},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.7400468587875366},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6694686412811279},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5551658272743225},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5392234921455383},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5224955677986145},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4468367099761963},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07968154549598694},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8621911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8621911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8500000238418579,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W116825630","https://openalex.org/W1931639407","https://openalex.org/W1969088462","https://openalex.org/W2058556535","https://openalex.org/W2067879405","https://openalex.org/W2090048052","https://openalex.org/W2106652774","https://openalex.org/W2116157705","https://openalex.org/W2141282920","https://openalex.org/W2205853761","https://openalex.org/W2295423240","https://openalex.org/W2325920097","https://openalex.org/W2748163013","https://openalex.org/W2771208373","https://openalex.org/W2781170990","https://openalex.org/W2789636240","https://openalex.org/W2791213089","https://openalex.org/W2963622213","https://openalex.org/W6688355880","https://openalex.org/W6742956460"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W1503094549","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W2337920774","https://openalex.org/W4318823662","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W3207526114","https://openalex.org/W4286908577"],"abstract_inverted_index":{"People":[0],"have":[1],"become":[2],"increasingly":[3],"dependent":[4],"on":[5,69],"the":[6,18,22,46,67,70,88,107,150,164,178,195],"Web.":[7],"However,":[8],"it":[9,38,93],"is":[10,39,55,94,204],"difficult":[11,146],"for":[12,59,100,117,200],"visually":[13],"impaired":[14],"individuals":[15],"to":[16,65,96,113,147,159,183,208],"understand":[17],"content,":[19],"especially":[20],"if":[21],"web":[23,102,119,202],"page":[24],"contains":[25],"images.":[26],"The":[27,130,191],"images":[28,68,85,99,116,143,199],"can":[29,154,175],"be":[30,155],"more":[31],"accessible":[32],"by":[33],"adding":[34,62],"alt":[35,42,63,82],"text,":[36],"but":[37,61,181],"known":[40],"that":[41,136,144,174,194],"text":[43,64],"added":[44],"through":[45],"current":[47],"automation":[48],"techniques":[49],"are":[50,139,145,171],"not":[51],"necessarily":[52],"helpful.":[53],"Crowdsourcing":[54],"a":[56,73,123,156],"promising":[57,157],"approach":[58,125,158],"it,":[60],"all":[66],"Web":[71],"requires":[72],"tremendous":[74],"amount":[75],"of":[76,84,90,109,132,142,166,188,197],"effort.":[77],"In":[78],"addition,":[79],"too":[80],"many":[81],"texts":[83],"also":[86],"increase":[87],"difficulty":[89],"reading.":[91],"Therefore,":[92],"crucial":[95],"select":[97],"important":[98,115,161,198],"understanding":[101,118,201],"pages.":[103,120],"This":[104],"paper":[105],"presents":[106],"results":[108,131,180,192],"our":[110,133],"preliminary":[111],"experiments":[112],"identify":[114,160],"We":[121],"adopted":[122],"crowdsourcing":[124],"with":[126],"two":[127],"microtask":[128,172],"designs.":[129],"study":[134],"demonstrated":[135],"(1)":[137],"there":[138,170],"several":[140],"types":[141,165],"automatically":[148],"assess":[149],"importance;":[151],"thus,":[152],"human-in-the-loop":[153],"ones":[162],"in":[163,177,186],"images;":[167],"and":[168],"(2)":[169],"designs":[173],"result":[176],"similar":[179],"different":[182],"each":[184],"other":[185,189],"terms":[187],"criteria.":[190],"suggested":[193],"identification":[196],"pages":[203],"an":[205],"interesting":[206],"problem":[207],"address.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
