{"id":"https://openalex.org/W2735137317","doi":"https://doi.org/10.1109/ijcnn.2017.7966016","title":"Knowledge-based document embedding for cross-domain text classification","display_name":"Knowledge-based document embedding for cross-domain text classification","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735137317","doi":"https://doi.org/10.1109/ijcnn.2017.7966016","mag":"2735137317"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5100346332","display_name":"Yiming Li","orcid":"https://orcid.org/0000-0002-2258-265X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Li","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111618601","display_name":"Baogang Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baogang Wei","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101613727","display_name":"Liang Yao","orcid":"https://orcid.org/0000-0002-8637-0760"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114375874","display_name":"Hui Chen","orcid":"https://orcid.org/0000-0002-9840-4876"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000379844","display_name":"Zherong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zherong Li","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1395","last_page":"1402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9965000152587891,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9868000149726868,"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/computer-science","display_name":"Computer science","score":0.7771228551864624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6128180027008057},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5683072805404663},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.5610806941986084},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5342983603477478},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5122336745262146},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4987785816192627},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4869998097419739},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4680122137069702},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4493159353733063},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4317570924758911},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4250061810016632},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.37542691826820374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08541420102119446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771228551864624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6128180027008057},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5683072805404663},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.5610806941986084},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5342983603477478},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5122336745262146},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4987785816192627},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4869998097419739},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4680122137069702},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4493159353733063},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4317570924758911},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4250061810016632},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.37542691826820374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08541420102119446},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W665341","https://openalex.org/W1558333962","https://openalex.org/W1614298861","https://openalex.org/W1761765343","https://openalex.org/W1998894210","https://openalex.org/W2016015339","https://openalex.org/W2022166150","https://openalex.org/W2068463433","https://openalex.org/W2068737686","https://openalex.org/W2094728533","https://openalex.org/W2100335205","https://openalex.org/W2111362445","https://openalex.org/W2120262857","https://openalex.org/W2132167546","https://openalex.org/W2138605095","https://openalex.org/W2141114446","https://openalex.org/W2143374704","https://openalex.org/W2148820067","https://openalex.org/W2153353890","https://openalex.org/W2153579005","https://openalex.org/W2153635508","https://openalex.org/W2164385956","https://openalex.org/W2165698076","https://openalex.org/W2211769421","https://openalex.org/W2248676660","https://openalex.org/W2294893199","https://openalex.org/W2575474854","https://openalex.org/W2920277907","https://openalex.org/W4294170691","https://openalex.org/W6600031548","https://openalex.org/W6633374533","https://openalex.org/W6636510571","https://openalex.org/W6674874269","https://openalex.org/W6677069268","https://openalex.org/W6682691769","https://openalex.org/W6688307479"],"related_works":["https://openalex.org/W3182020042","https://openalex.org/W2385621242","https://openalex.org/W4286432911","https://openalex.org/W2367629516","https://openalex.org/W2086580554","https://openalex.org/W2553860513","https://openalex.org/W1986001501","https://openalex.org/W2353740909","https://openalex.org/W2475408106","https://openalex.org/W2592721119"],"abstract_inverted_index":{"Cross-domain":[0],"learning":[1],"text":[2,17,81,103,203],"classification":[3,104,195],"aims":[4],"to":[5,47,84,117],"train":[6],"an":[7],"accurate":[8],"model":[9,46,59],"for":[10,100],"a":[11,20,85,93,119,127,134,140,146,159],"target":[12],"domain":[13,22],"by":[14,144],"using":[15],"labeled":[16],"data":[18,27,32],"from":[19],"source":[21],"with":[23,192],"different":[24,36],"but":[25],"related":[26],"distributions.":[28],"To":[29],"narrow":[30],"the":[31,40,44,53,61,67,71,74,76,80,101,108,112,124,153,163,167,172,177,183,208],"distribution":[33],"gap":[34],"between":[35],"domains,":[37],"most":[38],"of":[39,52,58,70,79,123,139,142,176,201,210],"previous":[41],"approaches":[42,200],"utilize":[43],"bag-of-words":[45],"obtain":[48],"latent":[49],"features":[50],"representation":[51,122],"text.":[54,72,125],"However,":[55],"this":[56,89],"kind":[57],"loses":[60],"word":[62],"order":[63,116],"information":[64,78],"and":[65,111,166,189,197],"misses":[66],"background":[68],"knowledge":[69,113,149],"As":[73],"result,":[75],"conceptual":[77],"is":[82,130,156,169],"ignored":[83],"big":[86],"extent.":[87],"In":[88],"paper,":[90],"we":[91,181],"propose":[92],"novel":[94],"framework":[95],"named":[96],"Document":[97],"Concept":[98],"Vector":[99],"cross-domain":[102,202],"which":[105,137],"leverages":[106],"both":[107,193],"neural":[109,164],"network":[110,165],"base":[114],"in":[115],"produce":[118],"high":[120],"quality":[121],"Specifically,":[126],"raw":[128],"document":[129,136,155,160],"first":[131],"transformed":[132,157],"into":[133,158],"conceptualized":[135,154],"consists":[138],"set":[141],"concepts":[143],"utilizing":[145],"large":[147],"taxonomy":[148],"base.":[150],"After":[151],"that,":[152],"vector":[161,168],"through":[162],"used":[170],"as":[171],"concept":[173],"level":[174],"feature":[175],"original":[178],"document.":[179],"Finally,":[180],"conducted":[182],"experiments":[184],"on":[185],"two":[186],"real-world":[187],"corpora":[188],"compared":[190],"it":[191],"traditional":[194],"algorithms":[196],"several":[198],"state-of-the-art":[199],"classification.":[204],"The":[205],"results":[206],"validate":[207],"effectiveness":[209],"our":[211],"framework.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}