{"id":"https://openalex.org/W2841110526","doi":"https://doi.org/10.1145/3227609.3227649","title":"Document Enrichment using DBPedia Ontology for Short Text Classification","display_name":"Document Enrichment using DBPedia Ontology for Short Text Classification","publication_year":2018,"publication_date":"2018-06-25","ids":{"openalex":"https://openalex.org/W2841110526","doi":"https://doi.org/10.1145/3227609.3227649","mag":"2841110526"},"language":"en","primary_location":{"id":"doi:10.1145/3227609.3227649","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3227609.3227649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics","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/A5086774895","display_name":"Jernej Flisar","orcid":null},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Jernej Flisar","raw_affiliation_strings":["UM FERI, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"UM FERI, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059150661","display_name":"Vili Podgorelec","orcid":"https://orcid.org/0000-0001-6955-7868"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Vili Podgorelec","raw_affiliation_strings":["UM FERI, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"UM FERI, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086774895"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":1.7917,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88602961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9980000257492065,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980000257492065,"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":0.9961000084877014,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.847442626953125},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7423394918441772},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6846409440040588},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5565137267112732},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5397236347198486},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45956259965896606},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.44792836904525757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36086732149124146},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.20464318990707397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.847442626953125},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7423394918441772},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6846409440040588},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5565137267112732},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5397236347198486},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45956259965896606},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.44792836904525757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36086732149124146},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.20464318990707397},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3227609.3227649","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3227609.3227649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W27263903","https://openalex.org/W52907090","https://openalex.org/W65194033","https://openalex.org/W80463681","https://openalex.org/W1550206324","https://openalex.org/W1552847225","https://openalex.org/W1557757161","https://openalex.org/W1565746575","https://openalex.org/W1826790618","https://openalex.org/W1925475774","https://openalex.org/W1978369097","https://openalex.org/W2005655410","https://openalex.org/W2026810221","https://openalex.org/W2027800842","https://openalex.org/W2047760401","https://openalex.org/W2048110207","https://openalex.org/W2058773362","https://openalex.org/W2100335205","https://openalex.org/W2104583100","https://openalex.org/W2108937378","https://openalex.org/W2118020653","https://openalex.org/W2130284530","https://openalex.org/W2142827986","https://openalex.org/W2153225416","https://openalex.org/W2171836785","https://openalex.org/W2250837776","https://openalex.org/W2251958415","https://openalex.org/W2415378597","https://openalex.org/W2522338500","https://openalex.org/W2524643686","https://openalex.org/W2545410393","https://openalex.org/W2613712744","https://openalex.org/W2771976988","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W2376314740","https://openalex.org/W3107474891","https://openalex.org/W2393185060","https://openalex.org/W2120460904","https://openalex.org/W38394648","https://openalex.org/W1975174578","https://openalex.org/W2347278957","https://openalex.org/W180507639","https://openalex.org/W1976895794","https://openalex.org/W1524308472"],"abstract_inverted_index":{"Every":[0],"day,":[1],"millions":[2],"of":[3,18,22,26,84,109,118,126],"short-texts":[4],"are":[5,15,36],"generated":[6],"for":[7,11,82],"which":[8],"effective":[9],"tools":[10],"organization":[12],"and":[13,25,56,87,95],"retrieval":[14],"required.":[16],"Because":[17],"the":[19,31,75,116,123],"short":[20,58,85],"length":[21],"these":[23],"documents":[24,60],"their":[27],"extremely":[28],"sparse":[29],"representations,":[30],"traditional":[32],"text":[33,55,59],"classification":[34,83,110,124],"methods":[35],"not":[37],"effective.":[38],"We":[39,98],"propose":[40],"a":[41,107],"new":[42],"approach":[43,79],"that":[44,74,115],"uses":[45],"DBpedia":[46,69,119],"Spotlight":[47],"annotation":[48],"tools,":[49],"to":[50,92],"identify":[51],"relevant":[52],"entities":[53],"in":[54,68,102,128],"enrich":[57],"with":[61,90],"concepts":[62],"derived":[63],"from":[64],"those":[65],"entities,":[66],"represented":[67],"ontology.":[70],"Our":[71],"experiments":[72],"show":[73,114],"proposed":[76],"document":[77],"enrichment":[78],"is":[80,88],"beneficial":[81],"texts,":[86],"robust":[89],"respect":[91],"concept":[93],"drifts":[94],"input":[96],"sources.":[97],"report":[99],"experimental":[100],"results":[101,113],"three":[103],"challenging":[104],"collections,":[105],"using":[106],"variety":[108],"methods.":[111],"The":[112],"use":[117],"ontology":[120],"significantly":[121],"improves":[122],"performance":[125],"classifiers":[127],"short-text":[129],"classification.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-19T23:35:23.961156","created_date":"2025-10-10T00:00:00"}