{"id":"https://openalex.org/W2054226647","doi":"https://doi.org/10.1145/1282280.1282314","title":"Ontology-supported object and event extraction with a genetic algorithms approach for object classification","display_name":"Ontology-supported object and event extraction with a genetic algorithms approach for object classification","publication_year":2007,"publication_date":"2007-07-09","ids":{"openalex":"https://openalex.org/W2054226647","doi":"https://doi.org/10.1145/1282280.1282314","mag":"2054226647"},"language":"en","primary_location":{"id":"doi:10.1145/1282280.1282314","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1282280.1282314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM international conference on Image and video retrieval","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/A5017583667","display_name":"Yakup Y\u0131ld\u0131r\u0131m","orcid":"https://orcid.org/0000-0003-4443-3337"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yakup Yildirim","raw_affiliation_strings":["Middle East Technical University, Ankara, Turkey","Middle East Technical, University Ankara, Turkey#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"Middle East Technical, University Ankara, Turkey#TAB#","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111478299","display_name":"Turgay Yilmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Turgay Yilmaz","raw_affiliation_strings":["Middle East Technical University, Ankara, Turkey","Middle East Technical, University Ankara, Turkey#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"Middle East Technical, University Ankara, Turkey#TAB#","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020101419","display_name":"Adnan Yaz\u0131c\u0131","orcid":"https://orcid.org/0000-0001-9404-9494"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Adnan Yazici","raw_affiliation_strings":["Middle East Technical University, Ankara, Turkey","Middle East Technical, University Ankara, Turkey#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"Middle East Technical, University Ankara, Turkey#TAB#","institution_ids":["https://openalex.org/I201799495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201799495"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9995999932289124,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9995999932289124,"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/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":0.9991999864578247,"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/computer-science","display_name":"Computer science","score":0.8656009435653687},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6562381982803345},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6546273827552795},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5344288349151611},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5273246169090271},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5209094882011414},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5058281421661377},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4913102686405182},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4877808690071106},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45475685596466064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4386259913444519},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.41457176208496094},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08622777462005615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8656009435653687},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6562381982803345},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6546273827552795},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5344288349151611},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5273246169090271},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5209094882011414},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5058281421661377},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4913102686405182},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4877808690071106},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45475685596466064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4386259913444519},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.41457176208496094},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08622777462005615},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1282280.1282314","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1282280.1282314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM international conference on Image and video retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W42500033","https://openalex.org/W1484263121","https://openalex.org/W1487588200","https://openalex.org/W1542026696","https://openalex.org/W1567998419","https://openalex.org/W1915266398","https://openalex.org/W1972793074","https://openalex.org/W1985594498","https://openalex.org/W2071816903","https://openalex.org/W2083911025","https://openalex.org/W2092134162","https://openalex.org/W2098666081","https://openalex.org/W2103103282","https://openalex.org/W2109553605","https://openalex.org/W2118020653","https://openalex.org/W2121947440","https://openalex.org/W2128568752","https://openalex.org/W2128638624","https://openalex.org/W2130660124","https://openalex.org/W2131960077","https://openalex.org/W2132067725","https://openalex.org/W2144679084","https://openalex.org/W2147006226"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2010935248"],"abstract_inverted_index":{"Current":[0],"solutions":[1],"are":[2,65,105,166],"still":[3],"far":[4],"from":[5],"reaching":[6],"the":[7,16,80,96,129,131],"ultimate":[8],"goal,":[9],"namely":[10],"to":[11,14,73,86,93,114,133,141,147],"enable":[12],"users":[13],"retrieve":[15],"desired":[17],"video":[18,37,77,124],"clip":[19],"among":[20],"massive":[21],"amounts":[22],"of":[23,89,100],"visual":[24],"data":[25,125],"in":[26,76],"a":[27,36,122],"semantically":[28],"meaningful":[29],"manner.":[30],"With":[31],"this":[32],"study":[33],"we":[34],"propose":[35],"database":[38],"model":[39],"(OVDAM)":[40],"that":[41],"provides":[42],"automatic":[43],"object,":[44],"event":[45],"and":[46,53,61,79,103,117,150,163],"concept":[47],"extraction.":[48],"By":[49],"using":[50],"training":[51],"sets":[52],"expert":[54],"opinions,":[55],"low-level":[56,164],"feature":[57],"values":[58],"for":[59,154],"objects":[60,64],"relations":[62],"between":[63],"determined.":[66],"N-Cut":[67],"image":[68],"segmentation":[69],"algorithm":[70],"is":[71,84,139,145,152],"used":[72,85,140,146,153],"determine":[74],"segments":[75,90],"keyframes":[78],"genetic":[81],"algorithm-based":[82],"classifier":[83],"make":[87,134],"classification":[88],"(candidate":[91],"objects)":[92],"objects.":[94],"At":[95],"top":[97],"level":[98],"ontology":[99,149],"objects,":[101,158],"events":[102,109,116],"concepts":[104,162],"used.":[106],"Objects":[107],"and/or":[108],"use":[110],"all":[111],"these":[112],"information":[113],"generate":[115],"concepts.":[118],"The":[119],"system":[120],"has":[121],"reliable":[123],"model,":[126],"which":[127],"gives":[128],"user":[130],"ability":[132],"ontology-supported":[135],"fuzzy":[136],"querying.":[137,155],"RDF":[138],"represent":[142,148],"metadata.":[143],"OWL":[144],"RDQL":[151],"Queries":[156],"containing":[157],"events,":[159],"spatio-temporal":[160],"clauses,":[161],"features":[165],"handled.":[167]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
