{"id":"https://openalex.org/W2773174208","doi":null,"title":"ES-LDA: Entity Summarization using Knowledge-based Topic Modeling","display_name":"ES-LDA: Entity Summarization using Knowledge-based Topic Modeling","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2773174208","mag":"2773174208"},"language":"en","primary_location":{"id":"mag:2773174208","doi":null,"is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/conf/ijcnlp/ijcnlp2017-1.html#PouriyehAKCA17","pdf_url":null,"source":{"id":"https://openalex.org/S4306420006","display_name":"International Joint Conference on Natural Language Processing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Joint Conference on Natural Language Processing","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5070223983","display_name":"Seyedamin Pouriyeh","orcid":"https://orcid.org/0000-0002-5746-2914","observed_orcids":["https://orcid.org/0000-0002-5746-2914"]},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seyedamin Pouriyeh","raw_affiliation_strings":["University of Georgia, Athens, United States"],"raw_orcid":"https://orcid.org/0000-0002-5746-2914","affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, United States","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028219953","display_name":"Mehdi Allahyari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehdi Allahyari","raw_affiliation_strings":["University of Georgia, Athens, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, United States","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041177869","display_name":"Krzysztof Kochut","orcid":"https://orcid.org/0000-0002-9831-9620","observed_orcids":["https://orcid.org/0000-0002-9831-9620"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krzysztof J. Kochut","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9831-9620","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063617509","display_name":"Gong Cheng","orcid":"https://orcid.org/0000-0003-3539-7776","observed_orcids":["https://orcid.org/0000-0003-3539-7776"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gong Cheng","raw_affiliation_strings":["Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3539-7776","affiliations":[{"raw_affiliation_string":"Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005432053","display_name":"Hamid Reza Arabnia","orcid":"https://orcid.org/0000-0003-3943-0094","observed_orcids":["https://orcid.org/0000-0003-3943-0094","https://orcid.org/0000-0003-1177-6405"]},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamid R. Arabnia","raw_affiliation_strings":["University of Georgia, Athens, United States"],"raw_orcid":"https://orcid.org/0000-0003-3943-0094","affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, United States","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0923,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91839698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"316","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.7554000020027161,"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/T10028","display_name":"Topic Modeling","score":0.7554000020027161,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.23880000412464142,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.0005000000237487257,"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/entity-summarization","display_name":"entity summarization","score":0.9990000128746033},{"id":"https://openalex.org/keywords/probabilistic-topic-models","display_name":"probabilistic topic models","score":0.8560000061988831},{"id":"https://openalex.org/keywords/entity-descriptions","display_name":"entity descriptions","score":0.4620000123977661},{"id":"https://openalex.org/keywords/semantic-web","display_name":"semantic web","score":0.7490000128746033},{"id":"https://openalex.org/keywords/prior-knowledge-integration","display_name":"prior knowledge incorporation","score":0.8009999990463257}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9211493134498596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8694189786911011},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.6018561124801636},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5765093564987183},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.551266610622406},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5240542888641357},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.5072905421257019},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.486680805683136},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48132622241973877},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4545939266681671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38130104541778564},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3003309965133667},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.1374434530735016},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2773174208","doi":null,"is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/conf/ijcnlp/ijcnlp2017-1.html#PouriyehAKCA17","pdf_url":null,"source":{"id":"https://openalex.org/S4306420006","display_name":"International Joint Conference on Natural Language Processing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Joint Conference on Natural Language Processing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W89906584","https://openalex.org/W172136067","https://openalex.org/W1529320414","https://openalex.org/W1552119797","https://openalex.org/W1585492565","https://openalex.org/W1714665356","https://openalex.org/W1880262756","https://openalex.org/W1910578190","https://openalex.org/W2001082470","https://openalex.org/W2020842694","https://openalex.org/W2066350381","https://openalex.org/W2073308541","https://openalex.org/W2085625396","https://openalex.org/W2105920890","https://openalex.org/W2108781142","https://openalex.org/W2122865749","https://openalex.org/W2153225416","https://openalex.org/W2218641061","https://openalex.org/W2250728538","https://openalex.org/W2250753706","https://openalex.org/W2251000325","https://openalex.org/W2293301714","https://openalex.org/W2396241715","https://openalex.org/W2494173516","https://openalex.org/W2509005432","https://openalex.org/W2735364069","https://openalex.org/W2964117810","https://openalex.org/W3088097735"],"related_works":["https://openalex.org/W3028113435","https://openalex.org/W2796876358","https://openalex.org/W3209891243","https://openalex.org/W7088518008","https://openalex.org/W2946580541","https://openalex.org/W7222604884","https://openalex.org/W7096247507","https://openalex.org/W4206972887","https://openalex.org/W2472885054","https://openalex.org/W2355584797"],"abstract_inverted_index":{"With":[0],"the":[1,4,6,34,37,93,108,113,116],"advent":[2],"of":[3,8,22,36,95,115],"Internet,":[5],"amount":[7],"Semantic":[9],"Web":[10],"documents":[11],"that":[12,70,104],"describe":[13],"real-world":[14,51],"entities":[15,39],"and":[16,86,102,111],"their":[17],"inter-links":[18],"as":[19],"a":[20,40,65,79],"set":[21],"statements":[23],"have":[24],"grown":[25],"considerably.":[26],"These":[27],"descriptions":[28],"are":[29],"usually":[30],"lengthy,":[31],"which":[32,45],"makes":[33],"utilization":[35],"underlying":[38],"difficult":[41],"task.":[42],"Entity":[43],"summarization,":[44],"aims":[46],"to":[47,82],"create":[48,83],"summaries":[49,88],"for":[50,89],"entities,":[52],"has":[53],"gained":[54],"increasing":[55],"attention":[56],"in":[57],"recent":[58],"years.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"propose":[64],"probabilistic":[66],"topic":[67],"model,":[68],"ES-LDA,":[69],"combines":[71],"prior":[72],"knowledge":[73],"with":[74],"statistical":[75],"learning":[76],"techniques":[77,110],"within":[78],"single":[80],"framework":[81],"more":[84],"reliable":[85],"representative":[87],"entities.":[90],"We":[91],"demonstrate":[92],"effectiveness":[94],"our":[96,105],"approach":[97],"by":[98],"conducting":[99],"extensive":[100],"experiments":[101],"show":[103],"model":[106],"outperforms":[107],"state-of-the-art":[109],"enhances":[112],"quality":[114],"entity":[117],"summaries.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2017-12-22T00:00:00"}