{"id":"https://openalex.org/W2739978749","doi":"https://doi.org/10.24963/ijcai.2017/552","title":"A Group-Based Personalized Model for Image Privacy Classification and Labeling","display_name":"A Group-Based Personalized Model for Image Privacy Classification and Labeling","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2739978749","doi":"https://doi.org/10.24963/ijcai.2017/552","mag":"2739978749"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/552","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/552","pdf_url":"https://www.ijcai.org/proceedings/2017/0552.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0552.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049726439","display_name":"Haoti Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoti Zhong","raw_affiliation_strings":["Pennsylvania State University","Dept. of Electrical Eng. Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Dept. of Electrical Eng. Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062519505","display_name":"Anna Squicciarini","orcid":"https://orcid.org/0000-0002-7396-1895"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Squicciarini","raw_affiliation_strings":["Pennsylvania State University","Information Sciences and Technology Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Information Sciences and Technology Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074404271","display_name":"D.J. Miller","orcid":"https://orcid.org/0000-0002-5200-1457"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Miller","raw_affiliation_strings":["Pennsylvania State University","Dept. of Electrical Eng. Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Dept. of Electrical Eng. Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089085275","display_name":"Cornelia Caragea","orcid":"https://orcid.org/0000-0002-5664-2163"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cornelia Caragea","raw_affiliation_strings":["University of North Texas","Department of Computer Science University of North Texas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Department of Computer Science University of North Texas","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3952","last_page":"3958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computer-science","display_name":"Computer science","score":0.7941367030143738},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6003295183181763},{"id":"https://openalex.org/keywords/user-group","display_name":"User group","score":0.55925452709198},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.473522424697876},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.46628284454345703},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4617035984992981},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42410916090011597},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.41983309388160706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39303985238075256},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.38910236954689026},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36372658610343933},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3454206883907318},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3244251608848572},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24924376606941223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7941367030143738},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6003295183181763},{"id":"https://openalex.org/C3017738328","wikidata":"https://www.wikidata.org/wiki/Q613366","display_name":"User group","level":2,"score":0.55925452709198},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.473522424697876},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.46628284454345703},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4617035984992981},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42410916090011597},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.41983309388160706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39303985238075256},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.38910236954689026},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36372658610343933},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3454206883907318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3244251608848572},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24924376606941223},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2017/552","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/552","pdf_url":"https://www.ijcai.org/proceedings/2017/0552.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/552","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/552","pdf_url":"https://www.ijcai.org/proceedings/2017/0552.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G4158540093","display_name":"TWC: Small: Collaborative: Towards Privacy Preserving Online Image Sharing","funder_award_id":"1421776","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5105499394","display_name":"TWC: Small: Collaborative: Towards Privacy Preserving Online Image Sharing","funder_award_id":"1421970","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739978749.pdf","grobid_xml":"https://content.openalex.org/works/W2739978749.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1485714019","https://openalex.org/W1498292305","https://openalex.org/W1668370811","https://openalex.org/W1973434975","https://openalex.org/W2011554523","https://openalex.org/W2041861657","https://openalex.org/W2062118960","https://openalex.org/W2068888753","https://openalex.org/W2119931172","https://openalex.org/W2138275915","https://openalex.org/W2158515176","https://openalex.org/W2510440508","https://openalex.org/W2579446510","https://openalex.org/W2950094539","https://openalex.org/W2950274894"],"related_works":["https://openalex.org/W3022534164","https://openalex.org/W4396832952","https://openalex.org/W3046095319","https://openalex.org/W3197497514","https://openalex.org/W1591172238","https://openalex.org/W2111194702","https://openalex.org/W2972172135","https://openalex.org/W2116878667","https://openalex.org/W315296216","https://openalex.org/W1787552957"],"abstract_inverted_index":{"We":[0,46],"address":[1],"machine":[2],"prediction":[3],"of":[4,65,77],"an":[5],"individual's":[6],"label":[7],"(private":[8],"or":[9],"public)":[10],"for":[11,43,52],"a":[12,41,48,63,72,93],"given":[13,73],"image.":[14],"This":[15],"problem":[16],"is":[17,33],"difficult":[18],"due":[19],"to":[20,27,39,85,92],"user":[21,74],"subjectivity":[22],"and":[23,36,70],"inadequate":[24],"labeled":[25],"examples":[26],"train":[28,40],"individual,":[29],"personalized":[30],"models.":[31],"It":[32],"also":[34],"time":[35],"space":[37],"consuming":[38],"classifier":[42],"each":[44],"user.":[45],"propose":[47],"Group-Based":[49],"Personalized":[50],"Model":[51],"image":[53],"privacy":[54,67,95],"classification":[55],"in":[56],"online":[57],"social":[58],"media":[59],"sites,":[60],"which":[61],"learns":[62],"set":[64],"archetypical":[66],"models":[68],"(groups),":[69],"associates":[71],"with":[75,90],"one":[76],"these":[78],"groups.":[79],"Our":[80],"system":[81],"can":[82],"be":[83],"used":[84],"provide":[86],"accurate":[87],"``early":[88],"warnings''":[89],"respect":[91],"user's":[94],"awareness":[96],"level.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
