{"id":"https://openalex.org/W2296581750","doi":"https://doi.org/10.1109/icmew.2015.7169813","title":"Learning personalized expectation-oriented photo selection models for personal photo collections","display_name":"Learning personalized expectation-oriented photo selection models for personal photo collections","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2296581750","doi":"https://doi.org/10.1109/icmew.2015.7169813","mag":"2296581750"},"language":"en","primary_location":{"id":"doi:10.1109/icmew.2015.7169813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmew.2015.7169813","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 & Expo Workshops (ICMEW)","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/A5044798128","display_name":"Mingxin Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mingxin Fu","raw_affiliation_strings":["L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany","institution_ids":["https://openalex.org/I4210136150","https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078648455","display_name":"Andrea Ceroni","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Ceroni","raw_affiliation_strings":["L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany","institution_ids":["https://openalex.org/I4210136150","https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vassilis Solachidis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilis Solachidis","raw_affiliation_strings":["CERTH, Information Technologies Institute, Greece"],"affiliations":[{"raw_affiliation_string":"CERTH, Information Technologies Institute, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037478463","display_name":"Claudia Nieder\u00e9e","orcid":"https://orcid.org/0000-0002-2959-0484"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claudia Niederee","raw_affiliation_strings":["L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany","institution_ids":["https://openalex.org/I4210136150","https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006469266","display_name":"Olga Papadopoulou","orcid":"https://orcid.org/0000-0002-0498-7506"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Olga Papadopoulou","raw_affiliation_strings":["CERTH, Information Technologies Institute, Greece"],"affiliations":[{"raw_affiliation_string":"CERTH, Information Technologies Institute, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017997949","display_name":"Nattiya Kanhabua","orcid":"https://orcid.org/0000-0002-4028-6715"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nattiya Kanhabua","raw_affiliation_strings":["L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Leibniz Universit\u00e4t Hannover, Germany","institution_ids":["https://openalex.org/I4210136150","https://openalex.org/I114112103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059096027","display_name":"Vasileios Mezaris","orcid":"https://orcid.org/0000-0002-0121-4364"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Mezaris","raw_affiliation_strings":["CERTH, Information Technologies Institute, Greece"],"affiliations":[{"raw_affiliation_string":"CERTH, Information Technologies Institute, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044798128"],"corresponding_institution_ids":["https://openalex.org/I114112103","https://openalex.org/I4210136150"],"apc_list":null,"apc_paid":null,"fwci":0.3744,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71144818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9988999962806702,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9969000220298767,"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/selection","display_name":"Selection (genetic algorithm)","score":0.8910965323448181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7732911109924316},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6777148246765137},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5564056634902954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3535345792770386},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3219636082649231}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.8910965323448181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7732911109924316},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6777148246765137},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5564056634902954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3535345792770386},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3219636082649231},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmew.2015.7169813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmew.2015.7169813","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 & Expo Workshops (ICMEW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338370","display_name":"FP7 Information and Communication Technologies","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1583424170","https://openalex.org/W1970473696","https://openalex.org/W1974835320","https://openalex.org/W1989098886","https://openalex.org/W1990272403","https://openalex.org/W2028793570","https://openalex.org/W2030202752","https://openalex.org/W2030354032","https://openalex.org/W2060417596","https://openalex.org/W2064805189","https://openalex.org/W2088079435","https://openalex.org/W2100911004","https://openalex.org/W2108807072","https://openalex.org/W2119821739","https://openalex.org/W2119996282","https://openalex.org/W2120441732","https://openalex.org/W2135106139","https://openalex.org/W2135130633","https://openalex.org/W2171664302","https://openalex.org/W2296129145","https://openalex.org/W4239510810","https://openalex.org/W6634868706","https://openalex.org/W6676485797","https://openalex.org/W6680272842","https://openalex.org/W6685123027"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W4205762803","https://openalex.org/W2766405861","https://openalex.org/W2930320701","https://openalex.org/W2618126831","https://openalex.org/W578198117"],"abstract_inverted_index":{"Human":[0],"expectations":[1,66],"and":[2,42,67,94,114],"practices":[3],"are":[4,112],"key":[5],"aspects":[6],"to":[7,13,53,82,90],"consider":[8],"when":[9],"developing":[10],"semi-automatic":[11],"methods":[12],"select":[14],"important":[15],"photos":[16],"from":[17,51],"personal":[18,36,126],"collections,":[19],"e.g.":[20],"for":[21,26,35,109],"creating":[22],"an":[23,97],"enjoyable":[24],"sub-collection":[25],"revisiting":[27],"or":[28],"preservation.":[29],"The":[30],"photo":[31,79,86,127],"selection":[32,48,57,80,92,99,106,116,142],"process":[33],"(especially":[34],"data)":[37],"can":[38,49],"be":[39],"highly":[40],"subjective":[41],"the":[43,47,64,103,115],"factors":[44],"that":[45],"drive":[46],"vary":[50],"individual":[52],"individual.":[54],"Thus,":[55],"generic":[56],"models":[58],"might":[59],"have":[60],"limitations":[61],"in":[62,85],"meeting":[63],"different":[65],"preferences":[68],"of":[69,139],"each":[70],"user.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75],"propose":[76],"a":[77],"personalized":[78,141],"model":[81,100,117],"assist":[83],"users":[84],"selection,":[87],"which":[88],"adapts":[89],"their":[91],"behaviors":[93],"preferences.":[95],"Given":[96],"initial":[98],"trained":[101],"on":[102,124],"available":[104],"data,":[105],"decisions":[107],"done":[108],"new":[110],"collections":[111,128],"acquired":[113],"is":[118],"re-trained":[119],"accordingly.":[120],"Our":[121],"experiments,":[122],"based":[123],"real-world":[125],"with":[129],"overall":[130],"more":[131],"than":[132],"18,000":[133],"images,":[134],"show":[135],"promising":[136],"adaptation":[137],"capabilities":[138],"our":[140],"models.":[143]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}