{"id":"https://openalex.org/W4205966911","doi":"https://doi.org/10.1109/icsai53574.2021.9664064","title":"Intelligent Patent Text Summarization Analysis Method","display_name":"Intelligent Patent Text Summarization Analysis Method","publication_year":2021,"publication_date":"2021-11-13","ids":{"openalex":"https://openalex.org/W4205966911","doi":"https://doi.org/10.1109/icsai53574.2021.9664064"},"language":"en","primary_location":{"id":"doi:10.1109/icsai53574.2021.9664064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai53574.2021.9664064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Systems and Informatics (ICSAI)","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/A5113821042","display_name":"Yong Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Ji","raw_affiliation_strings":["The High School Affiliated to Renmin University of China,Beijing,China","The High School Affiliated to Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"The High School Affiliated to Renmin University of China,Beijing,China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"The High School Affiliated to Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113821042"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36456096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9498999714851379,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.9044828414916992},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7828346490859985},{"id":"https://openalex.org/keywords/patent-visualisation","display_name":"Patent visualisation","score":0.7013822197914124},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.583853006362915},{"id":"https://openalex.org/keywords/intellectual-property","display_name":"Intellectual property","score":0.5730095505714417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5343204140663147},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.521305501461029},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5176037549972534},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5157280564308167},{"id":"https://openalex.org/keywords/patent-analysis","display_name":"Patent analysis","score":0.4914494752883911},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4361918568611145},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36206889152526855},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.306731641292572},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2748357951641083},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2478853464126587},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12876436114311218}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9044828414916992},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7828346490859985},{"id":"https://openalex.org/C114419676","wikidata":"https://www.wikidata.org/wiki/Q6505871","display_name":"Patent visualisation","level":2,"score":0.7013822197914124},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.583853006362915},{"id":"https://openalex.org/C34974158","wikidata":"https://www.wikidata.org/wiki/Q131257","display_name":"Intellectual property","level":2,"score":0.5730095505714417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5343204140663147},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.521305501461029},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5176037549972534},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5157280564308167},{"id":"https://openalex.org/C2778029865","wikidata":"https://www.wikidata.org/wiki/Q25110998","display_name":"Patent analysis","level":2,"score":0.4914494752883911},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4361918568611145},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36206889152526855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.306731641292572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2748357951641083},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2478853464126587},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12876436114311218},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai53574.2021.9664064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai53574.2021.9664064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1831406492","https://openalex.org/W1974523443","https://openalex.org/W2495196114","https://openalex.org/W2962972512","https://openalex.org/W2962974924","https://openalex.org/W2963978266","https://openalex.org/W3013023945","https://openalex.org/W3020870550","https://openalex.org/W3041589402","https://openalex.org/W3044968736","https://openalex.org/W3093466032","https://openalex.org/W3105401085","https://openalex.org/W3120987772","https://openalex.org/W3132977616"],"related_works":["https://openalex.org/W2252747558","https://openalex.org/W1591588036","https://openalex.org/W2022689113","https://openalex.org/W2549510717","https://openalex.org/W2162180130","https://openalex.org/W2584391919","https://openalex.org/W2193173381","https://openalex.org/W2377030126","https://openalex.org/W2121414666","https://openalex.org/W2044066991"],"abstract_inverted_index":{"Patent":[0],"mining":[1],"and":[2,17,84,97,125],"patent":[3,46,95],"analysis":[4],"of":[5,13,32,78,93,101,129],"patented":[6],"technologies":[7],"will":[8],"help":[9],"protect":[10],"the":[11,29,65,68,76,81,86,90,94,98,102,113,122,127,130,133],"interests":[12],"intellectual":[14],"property":[15],"rights":[16],"provide":[18],"enterprises":[19],"with":[20,110],"correct":[21],"scientific":[22],"research":[23],"directions.":[24],"In":[25],"order":[26],"to":[27,59,63],"study":[28],"profitable":[30],"patents":[31],"pharmaceutical":[33],"companies,":[34],"this":[35,117],"paper":[36,118],"proposes":[37],"an":[38],"Abstractive":[39],"RL-LSTM":[40],"neural":[41],"network":[42],"method":[43,51,114],"based":[44],"on":[45,61,132],"texts.":[47],"The":[48,56,71,104],"reinforcement":[49],"learning":[50],"is":[52,58],"introduced":[53],"into":[54],"LSTM.":[55],"purpose":[57],"rely":[60],"Q-learning":[62],"learn":[64],"relationship":[66],"between":[67,89],"main":[69],"layers.":[70],"two":[72],"parallel":[73],"layers":[74],"share":[75],"weight":[77],"attention":[79],"from":[80],"Q":[82],"value,":[83],"realize":[85],"hierarchical":[87],"control":[88],"LSTM":[91,99],"structure":[92,100],"document":[96],"sentence.":[103],"experimental":[105],"results":[106],"show":[107],"that":[108],"compared":[109],"other":[111],"methods,":[112],"proposed":[115],"in":[116],"can":[119],"further":[120],"improve":[121],"ROUGE":[123],"index":[124],"alleviate":[126],"dependence":[128],"decoder":[131],"input.":[134]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}