{"id":"https://openalex.org/W2744709275","doi":"https://doi.org/10.1145/3106426.3109052","title":"Arabic ontology learning using deep learning","display_name":"Arabic ontology learning using deep learning","publication_year":2017,"publication_date":"2017-08-10","ids":{"openalex":"https://openalex.org/W2744709275","doi":"https://doi.org/10.1145/3106426.3109052","mag":"2744709275"},"language":"en","primary_location":{"id":"doi:10.1145/3106426.3109052","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3109052","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","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/A5066960324","display_name":"Saeed Albukhitan","orcid":null},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Saeed Albukhitan","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036851212","display_name":"Tarek Helmy","orcid":"https://orcid.org/0000-0001-9683-682X"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tarek Helmy","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071614126","display_name":"Ahmed Al-Nazer","orcid":null},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Alnazer","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066960324"],"corresponding_institution_ids":["https://openalex.org/I134085113"],"apc_list":null,"apc_paid":null,"fwci":0.9345,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.82183596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1138","last_page":"1142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8504617214202881},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7207229137420654},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6869847774505615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6580755114555359},{"id":"https://openalex.org/keywords/ontology-learning","display_name":"Ontology learning","score":0.6087383031845093},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.5549050569534302},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5011954307556152},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.48824408650398254},{"id":"https://openalex.org/keywords/ontology-inference-layer","display_name":"Ontology Inference Layer","score":0.47671765089035034},{"id":"https://openalex.org/keywords/suggested-upper-merged-ontology","display_name":"Suggested Upper Merged Ontology","score":0.46773701906204224},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4567417502403259},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4483974874019623},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.4133915901184082},{"id":"https://openalex.org/keywords/owl-s","display_name":"OWL-S","score":0.2937628924846649},{"id":"https://openalex.org/keywords/semantic-web-stack","display_name":"Semantic Web Stack","score":0.24600031971931458},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.21192669868469238}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8504617214202881},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7207229137420654},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6869847774505615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6580755114555359},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.6087383031845093},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.5549050569534302},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5011954307556152},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.48824408650398254},{"id":"https://openalex.org/C115408247","wikidata":"https://www.wikidata.org/wiki/Q3882789","display_name":"Ontology Inference Layer","level":5,"score":0.47671765089035034},{"id":"https://openalex.org/C50971890","wikidata":"https://www.wikidata.org/wiki/Q7635093","display_name":"Suggested Upper Merged Ontology","level":4,"score":0.46773701906204224},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4567417502403259},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4483974874019623},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.4133915901184082},{"id":"https://openalex.org/C50382505","wikidata":"https://www.wikidata.org/wiki/Q2553356","display_name":"OWL-S","level":4,"score":0.2937628924846649},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.24600031971931458},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.21192669868469238},{"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:10.1145/3106426.3109052","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3109052","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322323","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W131035539","https://openalex.org/W1486440197","https://openalex.org/W2036373663","https://openalex.org/W2050223422","https://openalex.org/W2100460007","https://openalex.org/W2104419524","https://openalex.org/W2115294179","https://openalex.org/W2167007176","https://openalex.org/W2185038936","https://openalex.org/W2250539671","https://openalex.org/W2579695563","https://openalex.org/W2950577311","https://openalex.org/W4301421053"],"related_works":["https://openalex.org/W2156556194","https://openalex.org/W2051508632","https://openalex.org/W2384218079","https://openalex.org/W2612291616","https://openalex.org/W32836482","https://openalex.org/W2375862234","https://openalex.org/W2139874817","https://openalex.org/W2356383308","https://openalex.org/W2159182134","https://openalex.org/W2107335810"],"abstract_inverted_index":{"Ontology,":[0],"the":[1,9,40,45,130],"backbone":[2],"of":[3,12,117,132,147,161],"Semantic":[4,41],"Web,":[5],"is":[6,22,35,51,63,102],"defined":[7],"as":[8,108,144,157],"formal":[10],"specification":[11],"conceptual":[13],"hierarchy":[14],"with":[15,135],"relationships":[16],"between":[17],"concepts.":[18],"Ontology":[19],"Learning":[20,78],"(OL)":[21],"a":[23,64,89],"process":[24],"to":[25,104,119],"create":[26],"an":[27,36,80,158],"ontology":[28,122,137,163],"from":[29,70,112],"text":[30,96],"automatically":[31,73],"or":[32],"semi-automatically.":[33],"OL":[34],"important":[37],"topic":[38],"in":[39,44,55,74,92],"Web":[42],"field":[43],"last":[46],"two":[47],"decades":[48],"but":[49],"it":[50,101],"still":[52],"not":[53,57],"mature":[54],"Arabic":[56,71,121,136,162],"like":[58],"Latin":[59],"languages.":[60],"Currently,":[61],"there":[62],"limited":[65],"support":[66],"for":[67],"using":[68,99,140],"knowledge":[69],"literature":[72],"semantically-enabled":[75],"systems.":[76],"Deep":[77],"(DL),":[79],"artificial":[81],"neural":[82],"networks":[83],"learning":[84,138],"based":[85],"application,":[86],"has":[87],"proved":[88],"good":[90],"improvement":[91],"multiple":[93],"areas":[94],"including":[95],"mining.":[97],"By":[98],"DL,":[100],"possible":[103],"have":[105],"word":[106,110],"embedding":[107],"distributed":[109],"representations":[111],"textual":[113],"data.":[114],"The":[115],"application":[116,160],"DL":[118,134],"aid":[120],"development":[123],"remains":[124],"largely":[125],"unexplored.":[126],"This":[127],"paper":[128],"investigates":[129],"performance":[131,153],"implementing":[133],"tasks":[139],"major":[141],"models":[142],"such":[143],"Continuous":[145],"Bag":[146],"Words":[148],"(CBOW)":[149],"and":[150],"Skip-gram.":[151],"Initial":[152],"results":[154],"are":[155],"promising":[156],"effective":[159],"learning.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
