{"id":"https://openalex.org/W2095277817","doi":"https://doi.org/10.1145/2682571.2797073","title":"Filling the Gaps","display_name":"Filling the Gaps","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2095277817","doi":"https://doi.org/10.1145/2682571.2797073","mag":"2095277817"},"language":"en","primary_location":{"id":"doi:10.1145/2682571.2797073","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2682571.2797073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM Symposium on Document Engineering","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/A5085889685","display_name":"Siddhartha Banerjee","orcid":"https://orcid.org/0000-0002-8954-4578"},"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":"Siddhartha Banerjee","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009542542","display_name":"Prasenjit Mitra","orcid":"https://orcid.org/0000-0002-7530-9497"},"institutions":[{"id":"https://openalex.org/I1301390666","display_name":"Qatar Airways (Qatar)","ror":"https://ror.org/01hx00y13","country_code":"QA","type":"company","lineage":["https://openalex.org/I1301390666"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Prasenjit Mitra","raw_affiliation_strings":["Qatar Computing Research Institute, Doha, Qatar","Qatar Computing Research Institute [Doha, Qatar]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, Doha, Qatar","institution_ids":["https://openalex.org/I1301390666"]},{"raw_affiliation_string":"Qatar Computing Research Institute [Doha, Qatar]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8955,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87037037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9926999807357788,"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":0.9754999876022339,"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/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.8193061947822571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8138877153396606},{"id":"https://openalex.org/keywords/encyclopedia","display_name":"Encyclopedia","score":0.7900251746177673},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6982541084289551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5632200837135315},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.5440657734870911},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.531351625919342},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47379133105278015},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4326986074447632},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42404091358184814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.387973815202713},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.11504915356636047}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8193061947822571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8138877153396606},{"id":"https://openalex.org/C148863701","wikidata":"https://www.wikidata.org/wiki/Q5292","display_name":"Encyclopedia","level":2,"score":0.7900251746177673},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6982541084289551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5632200837135315},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.5440657734870911},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.531351625919342},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47379133105278015},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4326986074447632},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42404091358184814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.387973815202713},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.11504915356636047},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2682571.2797073","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2682571.2797073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM Symposium on Document Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W1995067232","https://openalex.org/W1997514260","https://openalex.org/W2060772621","https://openalex.org/W2067333650","https://openalex.org/W2108665656","https://openalex.org/W2115322217","https://openalex.org/W2120101509","https://openalex.org/W2131744502","https://openalex.org/W2154652894","https://openalex.org/W2157278156","https://openalex.org/W2251185455","https://openalex.org/W2293771131","https://openalex.org/W2913808287","https://openalex.org/W2949547296","https://openalex.org/W2990138404","https://openalex.org/W3006033670","https://openalex.org/W3101913037","https://openalex.org/W6682631176","https://openalex.org/W6696737428"],"related_works":["https://openalex.org/W2888805565","https://openalex.org/W4312773271","https://openalex.org/W4315588616","https://openalex.org/W2769501189","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W4293863151","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W3204681432"],"abstract_inverted_index":{"The":[0],"availability":[1],"of":[2,7,17,35,37,48,84,135,141],"only":[3],"a":[4,46,100],"limited":[5],"number":[6],"contributors":[8],"on":[9,25,51,68],"Wikipedia":[10,52,69],"cannot":[11],"ensure":[12],"consistent":[13],"growth":[14],"and":[15,70,108,166],"improvement":[16],"the":[18,26,33,64,78,82,116,121,142,149,153],"online":[19],"encyclopedia.":[20],"With":[21],"information":[22],"being":[23],"scattered":[24],"web,":[27],"our":[28,146,158],"goal":[29],"is":[30,133],"to":[31,77,80,163],"automate":[32],"process":[34],"generation":[36,127],"content":[38,72],"for":[39],"Wikipedia.":[40,170],"In":[41],"this":[42,131],"work,":[43],"we":[44],"propose":[45],"technique":[47,132],"improving":[49],"stubs":[50,79,165],"that":[53,73,115,130],"do":[54],"not":[55],"contain":[56],"comprehensive":[57,66,137],"information.":[58],"A":[59],"classifier":[60],"learns":[61],"features":[62],"from":[63],"existing":[65],"articles":[67,143,150],"recommends":[71],"can":[74],"be":[75],"added":[76],"improve":[81],"completeness":[83],"such":[85],"stubs.":[86],"We":[87],"conduct":[88],"experiments":[89,113],"using":[90,152],"several":[91,164],"classifiers":[92],"-":[93],"Latent":[94],"Dirichlet":[95],"Allocation":[96],"(LDA)":[97],"based":[98,103,110,118],"model,":[99],"deep":[101],"learning":[102],"architecture":[104],"(Deep":[105],"belief":[106],"network)":[107],"TFIDF":[109],"classifier.":[111],"Our":[112,126],"reveal":[114],"LDA":[117],"model":[119],"outperforms":[120],"other":[122],"models":[123],"(~6%":[124],"F-score).":[125],"approach":[128],"shows":[129],"capable":[134],"generating":[136],"articles.":[138],"ROUGE-2":[139],"scores":[140],"generated":[144,151,156],"by":[145,157],"system":[147,159],"outperform":[148],"baseline.":[154],"Content":[155],"has":[160],"been":[161],"appended":[162],"successfully":[167],"retained":[168],"in":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}
