{"id":"https://openalex.org/W4386365718","doi":"https://doi.org/10.18293/seke2023-195","title":"An intelligent question answering system based on RoBERTa-WWM under home appliance knowledge graph (S)","display_name":"An intelligent question answering system based on RoBERTa-WWM under home appliance knowledge graph (S)","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386365718","doi":"https://doi.org/10.18293/seke2023-195"},"language":"en","primary_location":{"id":"doi:10.18293/seke2023-195","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-195","pdf_url":"https://doi.org/10.18293/seke2023-195","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2023-195","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101496429","display_name":"Xiaoyan Gao","orcid":"https://orcid.org/0000-0003-2934-7916"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyan Gao","raw_affiliation_strings":["Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101626050","display_name":"Ji Chen","orcid":"https://orcid.org/0000-0001-8951-0880"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Chen","raw_affiliation_strings":["Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100982674","display_name":"Xiangqian Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangqian Ding","raw_affiliation_strings":["Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092728801","display_name":"Shuo Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Shi","raw_affiliation_strings":["Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112992450","display_name":"Junhua Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua Jia","raw_affiliation_strings":["Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092728802","display_name":"Xiaowei Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Xin","raw_affiliation_strings":["Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering , Ocean University of China , Qingdao , China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101496429"],"corresponding_institution_ids":["https://openalex.org/I59028903"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10960562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2023","issue":null,"first_page":"636","last_page":"641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9983999729156494,"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":0.9983999729156494,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9538000226020813,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9409000277519226,"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/interpretability","display_name":"Interpretability","score":0.9194920659065247},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.7305548191070557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6890575885772705},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5795282125473022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.531450629234314},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.5255081653594971},{"id":"https://openalex.org/keywords/conceptual-graph","display_name":"Conceptual graph","score":0.4989750385284424},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4810762405395508},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4635232090950012},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45673441886901855},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4407607316970825},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3470749258995056},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.16358685493469238},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1224474310874939},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08585786819458008},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07117035984992981}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9194920659065247},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.7305548191070557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6890575885772705},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5795282125473022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.531450629234314},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.5255081653594971},{"id":"https://openalex.org/C234837","wikidata":"https://www.wikidata.org/wiki/Q1420493","display_name":"Conceptual graph","level":3,"score":0.4989750385284424},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4810762405395508},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4635232090950012},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45673441886901855},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4407607316970825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3470749258995056},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.16358685493469238},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1224474310874939},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08585786819458008},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07117035984992981},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2023-195","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-195","pdf_url":"https://doi.org/10.18293/seke2023-195","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2023-195","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-195","pdf_url":"https://doi.org/10.18293/seke2023-195","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386365718.pdf","grobid_xml":"https://content.openalex.org/works/W4386365718.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1940872118","https://openalex.org/W2959224760","https://openalex.org/W2978339802","https://openalex.org/W3127402166","https://openalex.org/W3191508134","https://openalex.org/W3211083234","https://openalex.org/W3213591530","https://openalex.org/W4226243593","https://openalex.org/W6810883494"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W80570315"],"abstract_inverted_index":{"Recently,":[0],"the":[1,26,30,35,54,57,83,99,111,119,124],"intelligent":[2],"question":[3,43,91],"answering":[4],"(QA)":[5],"system":[6,58],"for":[7,41,59,110],"home":[8,77,112],"appliances":[9,78],"has":[10,52],"attracted":[11],"wide":[12],"attention":[13],"in":[14,24,46,79],"China":[15],"because":[16],"it":[17],"can":[18],"provide":[19],"users":[20],"with":[21],"reasonable":[22],"suggestions":[23],"time.However,":[25],"fuzzy":[27],"boundaries":[28],"of":[29,37,49,56,102],"Chinese":[31,42],"\"word":[32],"groups\"":[33],"and":[34,89,123,130],"absence":[36],"a":[38,60,67],"unified":[39],"standard":[40],"classification":[44,93],"result":[45],"low":[47],"efficiency":[48],"QA,":[50],"which":[51,106],"hindered":[53],"development":[55],"long":[61],"time.In":[62],"this":[63],"work,":[64],"we":[65],"developed":[66],"QA":[68,114,125],"model":[69,88,94,126],"based":[70],"on":[71],"RoBERTa-WWM":[72],"to":[73,97],"answer":[74],"questions":[75,103],"about":[76],"specific":[80],"fields.More":[81],"importantly,":[82],"RoBERTa-WWM-BiLSTM-CRF":[84],"named":[85],"entity":[86],"recognition":[87],"RoBERTa-WWM-TextCNN":[90],"semantic":[92],"were":[95],"constructed":[96],"parse":[98],"correct":[100],"semantics":[101],"from":[104],"users,":[105],"provided":[107],"algorithm":[108],"support":[109],"appliance":[113],"system.The":[115],"results":[116],"showed":[117,127],"that":[118],"method":[120],"outperformed":[121],"baselines,":[122],"high":[128],"interpretability":[129],"good":[131],"performance.":[132]},"counts_by_year":[],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}
