{"id":"https://openalex.org/W4392798693","doi":"https://doi.org/10.1145/3638584.3638611","title":"A Study of Unsupervised Multi-document Sentiment Summarization Techniques Based on Graph Structure","display_name":"A Study of Unsupervised Multi-document Sentiment Summarization Techniques Based on Graph Structure","publication_year":2023,"publication_date":"2023-12-08","ids":{"openalex":"https://openalex.org/W4392798693","doi":"https://doi.org/10.1145/3638584.3638611"},"language":"en","primary_location":{"id":"doi:10.1145/3638584.3638611","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638584.3638611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Computer Science and Artificial Intelligence","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/A5023392584","display_name":"Ming Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I1793135","display_name":"Yanbian University","ror":"https://ror.org/039xnh269","country_code":"CN","type":"education","lineage":["https://openalex.org/I1793135"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Hui Xia","raw_affiliation_strings":["Department of Intelligent Information Processing, Yanbian University, China"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Information Processing, Yanbian University, China","institution_ids":["https://openalex.org/I1793135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084448650","display_name":"Ya Hui Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I1793135","display_name":"Yanbian University","ror":"https://ror.org/039xnh269","country_code":"CN","type":"education","lineage":["https://openalex.org/I1793135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Hui Zhao","raw_affiliation_strings":["Department of Intelligent Information Processing, Yanbian University, China"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Information Processing, Yanbian University, China","institution_ids":["https://openalex.org/I1793135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012647651","display_name":"Rong Yi Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I1793135","display_name":"Yanbian University","ror":"https://ror.org/039xnh269","country_code":"CN","type":"education","lineage":["https://openalex.org/I1793135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Yi Cui","raw_affiliation_strings":["Department of Intelligent Information Processing, Yanbian University, China"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Information Processing, Yanbian University, China","institution_ids":["https://openalex.org/I1793135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063880223","display_name":"Guo Zhe Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I1793135","display_name":"Yanbian University","ror":"https://ror.org/039xnh269","country_code":"CN","type":"education","lineage":["https://openalex.org/I1793135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo Zhe Jin","raw_affiliation_strings":["Department of Intelligent Information Processing, Yanbian University, China"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Information Processing, Yanbian University, China","institution_ids":["https://openalex.org/I1793135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023392584"],"corresponding_institution_ids":["https://openalex.org/I1793135"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2108048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"420","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9934999942779541,"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":0.9904000163078308,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9346374869346619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7995320558547974},{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.5185659527778625},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4926651120185852},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48728835582733154},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4686509966850281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4651279151439667},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3820306658744812},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1285889446735382}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9346374869346619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995320558547974},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.5185659527778625},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4926651120185852},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48728835582733154},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4686509966850281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4651279151439667},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3820306658744812},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1285889446735382}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638584.3638611","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638584.3638611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Computer Science and Artificial Intelligence","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":10,"referenced_works":["https://openalex.org/W1991862576","https://openalex.org/W2905230178","https://openalex.org/W2962727468","https://openalex.org/W2965276171","https://openalex.org/W3033286128","https://openalex.org/W3104356909","https://openalex.org/W3122685298","https://openalex.org/W3138773240","https://openalex.org/W3164908305","https://openalex.org/W4289201477"],"related_works":["https://openalex.org/W3164984162","https://openalex.org/W2104677027","https://openalex.org/W2902627734","https://openalex.org/W2112885393","https://openalex.org/W2173208124","https://openalex.org/W2568827738","https://openalex.org/W1990695371","https://openalex.org/W2365100044","https://openalex.org/W2099859325","https://openalex.org/W2474342320"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,21,26,128,135,142],"problems":[3,27],"of":[4,7,28,77],"large":[5],"amount":[6],"redundant":[8],"information":[9,15,19],"and":[10,34,79,82,98,117,120,158,163],"difficulty":[11,29],"in":[12,16,20,30,38],"extracting":[13],"key":[14],"commentary":[17],"text":[18],"Internet,":[22],"as":[23,25],"well":[24],"constructing":[31],"data":[32],"sets":[33],"limited":[35],"application":[36],"fields":[37],"summary":[39,45,56,84,145],"generation":[40],"based":[41,59,68,148],"on":[42,60,69,134,149],"supervised":[43,172],"multi-document":[44,54,144],"methods.":[46,173],"In":[47],"this":[48],"paper,":[49],"we":[50],"propose":[51],"an":[52],"unsupervised":[53,143,156],"sentiment":[55,89],"extraction":[57,85,146],"method":[58,130,147],"multi-featured":[61],"sentiment-semantic":[62,105,150],"relationship":[63,106,151],"graph.":[64],"Firstly,":[65],"a":[66,75,166],"corpus":[67],"news":[70],"commentaries":[71],"is":[72,86,131,159],"collected":[73],"using":[74],"combination":[76],"crawler":[78],"manual":[80,83],"methods,":[81],"performed;":[87],"secondly,":[88],"features,":[90,93,95],"inflectional":[91],"words":[92],"keyword":[94],"punctuation":[96],"features":[97,100],"semantic":[99],"are":[101,122],"used":[102,123],"to":[103,108,124,161,171],"construct":[104],"graphs":[107],"capture":[109],"sentence":[110,118],"relationships;":[111],"then,":[112],"spectral":[113],"clustering,":[114],"multi-sentence":[115],"compression":[116],"ranking":[119],"selection":[121],"obtain":[125],"summaries;":[126],"finally,":[127],"proposed":[129],"experimentally":[132],"validated":[133],"dataset.":[136],"The":[137],"experimental":[138],"results":[139],"show":[140],"that":[141],"graph":[152],"significantly":[153],"outperforms":[154],"other":[155],"methods":[157],"easy":[160],"deploy":[162],"apply":[164],"without":[165],"heavy":[167],"learning":[168],"process":[169],"compared":[170]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
