{"id":"https://openalex.org/W1964167756","doi":"https://doi.org/10.1109/fskd.2010.5569794","title":"Parameter learning for multi-factors of entity answer extracting","display_name":"Parameter learning for multi-factors of entity answer extracting","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W1964167756","doi":"https://doi.org/10.1109/fskd.2010.5569794","mag":"1964167756"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569794","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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/A5047984121","display_name":"Huanyun Zong","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huanyun Zong","raw_affiliation_strings":["School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","The School of Information Engineering and Automation, Kunming University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"The School of Information Engineering and Automation, Kunming University of Science and Technology, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619287","display_name":"Zhengtao Yu","orcid":"https://orcid.org/0000-0002-4012-461X"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengtao Yu","raw_affiliation_strings":["School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","The School of Information Engineering and Automation, Kunming University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"The School of Information Engineering and Automation, Kunming University of Science and Technology, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016947527","display_name":"Cunli Mao","orcid":"https://orcid.org/0000-0002-8289-6036"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunli Mao","raw_affiliation_strings":["School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","The School of Information Engineering and Automation, Kunming University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"The School of Information Engineering and Automation, Kunming University of Science and Technology, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052070029","display_name":"Junjie Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Zou","raw_affiliation_strings":["School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","The School of Information Engineering and Automation, Kunming University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"The School of Information Engineering and Automation, Kunming University of Science and Technology, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032375520","display_name":"Jianyi Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyi Guo","raw_affiliation_strings":["School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","The School of Information Engineering and Automation, Kunming University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"The School of Information Engineering and Automation, Kunming University of Science and Technology, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047984121"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":null,"apc_paid":null,"fwci":0.7147,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70398482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"38","issue":null,"first_page":"2478","last_page":"2482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9977999925613403,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9977999925613403,"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":0.9976000189781189,"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":0.9915000200271606,"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":0.7655616998672485},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7463658452033997},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.5506510138511658},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5355297327041626},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.484421044588089},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4818514585494995},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4750245213508606},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.45420193672180176},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4093065857887268},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.404803603887558},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.17487820982933044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15943366289138794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7655616998672485},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7463658452033997},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.5506510138511658},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5355297327041626},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.484421044588089},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4818514585494995},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4750245213508606},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.45420193672180176},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4093065857887268},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.404803603887558},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.17487820982933044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15943366289138794},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":"doi:10.1109/fskd.2010.5569794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569794","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W140313547","https://openalex.org/W1647729745","https://openalex.org/W2046592070","https://openalex.org/W2114006712","https://openalex.org/W2128221272","https://openalex.org/W2390157035","https://openalex.org/W6605638085","https://openalex.org/W6636975626"],"related_works":["https://openalex.org/W2167202928","https://openalex.org/W173870552","https://openalex.org/W1793342810","https://openalex.org/W2131833475","https://openalex.org/W2185539916","https://openalex.org/W4221152489","https://openalex.org/W948963445","https://openalex.org/W2757016069","https://openalex.org/W2553979531","https://openalex.org/W3216421539"],"abstract_inverted_index":{"Entity":[0],"extraction":[1],"involves":[2],"multi-factors,":[3],"and":[4,51,75,92,130],"the":[5,12,36,46,56,61,84,94,97,102,107,118,127,144,155,162,171,177,180],"different":[6,167],"factor":[7],"has":[8,197],"an":[9,122],"impact":[10],"on":[11,176],"answer":[13,57,103,129,141,164,172,196],"in":[14,31,179],"varying":[15],"degrees,":[16],"this":[17,190],"paper":[18],"presents":[19],"a":[20,114,132],"machine":[21],"learning":[22,26,152],"approach":[23],"to":[24,78,101,113,125,142,160],"parameter":[25,151],"for":[27,189],"entity":[28,52,70,80,110,128,182,195],"answer.":[29],"Firstly,":[30],"view":[32],"of":[33,35,45,72,86,96,109,117,135,166,194],"characteristics":[34],"Question":[37],"Answering":[38],"System":[39],"(QA),":[40],"we":[41],"define":[42],"three":[43],"elements":[44],"text":[47],"score,":[48],"passage":[49],"score":[50,53,95,108,124],"which":[54],"influenced":[55,170],"extraction,":[58],"also":[59],"give":[60],"relevant":[62],"computational":[63],"method":[64],"about":[65],"them.":[66],"Then":[67],"collect":[68],"400":[69],"answers":[71,111,147],"product,":[73],"person,":[74],"organization":[76],"according":[77,112],"TREC2009":[79,181],"task":[81],"requirements.":[82],"With":[83],"help":[85],"search":[87],"engines,":[88],"retrieve":[89],"related":[90,100],"pages":[91],"calculate":[93],"various":[98,119],"factors":[99,168],"respectively.":[104],"Thereafter":[105],"compute":[106],"linear":[115],"combination":[116],"factors.":[120],"Define":[121],"initial":[123],"extract":[126],"get":[131],"sorted":[133],"list":[134],"answers.":[136],"Finally,":[137],"mark":[138],"these":[139],"entities":[140],"obtain":[143],"correct":[145],"marked":[146],"corpus,":[148],"then":[149],"build":[150],"model":[153],"by":[154],"EM":[156],"algorithm":[157],"iterate":[158],"gradually":[159],"find":[161],"optimal":[163],"weight":[165],"that":[169],"extraction.":[173],"We":[174],"carried":[175],"experiment":[178],"task;":[183],"it":[184],"shows":[185],"very":[186],"good":[187],"results":[188],"method.":[191],"The":[192],"accuracy":[193],"achieved":[198],"88.93%.":[199]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}