{"id":"https://openalex.org/W2808348264","doi":"https://doi.org/10.1145/3177457.3177462","title":"Automatic Knowledge Extraction for Aspect-based Sentiment Analysis of Customer Reviews","display_name":"Automatic Knowledge Extraction for Aspect-based Sentiment Analysis of Customer Reviews","publication_year":2018,"publication_date":"2018-01-08","ids":{"openalex":"https://openalex.org/W2808348264","doi":"https://doi.org/10.1145/3177457.3177462","mag":"2808348264"},"language":"en","primary_location":{"id":"doi:10.1145/3177457.3177462","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3177457.3177462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Modeling and Simulation","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/A5025543654","display_name":"Anh-Dung Vo","orcid":"https://orcid.org/0000-0002-4363-2177"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Anh-Dung Vo","raw_affiliation_strings":["Department of IT Convergence, University of Ulsan, Ulsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence, University of Ulsan, Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062358775","display_name":"Quang-Phuoc Nguyen","orcid":"https://orcid.org/0000-0001-7792-295X"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Quang-Phuoc Nguyen","raw_affiliation_strings":["Department of IT Convergence, University of Ulsan, Ulsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence, University of Ulsan, Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039728915","display_name":"Cheol-Young Ock","orcid":null},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheol-Young Ock","raw_affiliation_strings":["Department of IT Convergence, University of Ulsan, Ulsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence, University of Ulsan, Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I40542001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025543654"],"corresponding_institution_ids":["https://openalex.org/I40542001"],"apc_list":null,"apc_paid":null,"fwci":0.8144,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79322812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"110","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9976999759674072,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8426456451416016},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8395853042602539},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5873605012893677},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5744644403457642},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5572832822799683},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5510480999946594},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5111761689186096},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.48603612184524536},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4823593497276306},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45045286417007446},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44590792059898376},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30770713090896606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3070085346698761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8426456451416016},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8395853042602539},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5873605012893677},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5744644403457642},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5572832822799683},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5510480999946594},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5111761689186096},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.48603612184524536},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4823593497276306},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45045286417007446},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44590792059898376},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30770713090896606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3070085346698761},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3177457.3177462","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3177457.3177462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Modeling and Simulation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W23386337","https://openalex.org/W1581485226","https://openalex.org/W1880262756","https://openalex.org/W1940091528","https://openalex.org/W2019759670","https://openalex.org/W2034771957","https://openalex.org/W2037484534","https://openalex.org/W2080558111","https://openalex.org/W2088622183","https://openalex.org/W2096110600","https://openalex.org/W2107743791","https://openalex.org/W2112744748","https://openalex.org/W2125247664","https://openalex.org/W2155328222","https://openalex.org/W2160660844","https://openalex.org/W2163114435","https://openalex.org/W2166706824","https://openalex.org/W2215376118","https://openalex.org/W2394502881","https://openalex.org/W2465978385","https://openalex.org/W2469885001","https://openalex.org/W2610453318","https://openalex.org/W2963936679","https://openalex.org/W3146306708","https://openalex.org/W4233135949","https://openalex.org/W6634901647"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W4312214821","https://openalex.org/W2548633793","https://openalex.org/W2497626292","https://openalex.org/W2369835347"],"abstract_inverted_index":{"It":[0],"is":[1,67,112],"challenging":[2],"to":[3,42,91,104,114,135],"figure":[4],"out":[5],"the":[6,24,33,36,68,139],"most":[7,69],"common":[8],"appraisal":[9],"of":[10,35,125,141,147,156],"an":[11],"online":[12,37],"product":[13,82,116,126,148],"since":[14],"there":[15],"are":[16,77,89],"too":[17],"many":[18],"reviews":[19,38,127],"about":[20],"it":[21],"uploaded":[22],"on":[23,49],"internet.":[25],"Several":[26],"research":[27,48],"methods":[28],"using":[29],"opinion":[30,50,73],"mining":[31,51],"in":[32,72,81,128],"context":[34],"have":[39],"been":[40],"suggested":[41],"solve":[43],"this":[44,93],"issue.":[45],"The":[46],"existing":[47],"can":[52],"be":[53],"classified":[54],"into":[55],"three":[56],"general":[57],"levels:":[58],"document-level,":[59],"sentence-level,":[60],"and":[61,75,118,138,151,158],"aspect-level":[62],"sentiment":[63],"analysis.":[64],"Aspect-based":[65],"evaluation":[66],"meaningful":[70],"application":[71],"mining,":[74],"researchers":[76],"getting":[78],"more":[79,86],"interested":[80],"aspect":[83,149],"extraction;":[84],"however,":[85],"complex":[87],"algorithms":[88],"needed":[90],"address":[92],"issue":[94],"precisely":[95],"with":[96],"larger":[97],"corpora.":[98],"This":[99],"paper":[100],"introduces":[101],"a":[102,107,122,129],"method":[103],"automatically":[105],"gain":[106],"knowledge-based":[108],"system,":[109],"which":[110],"then":[111],"used":[113],"capture":[115],"aspects":[117],"corresponding":[119],"opinions":[120],"from":[121],"large":[123],"number":[124],"specific":[130],"domain.":[131],"Our":[132],"efforts":[133],"tend":[134],"improve":[136],"accuracy":[137],"usefulness":[140],"review":[142],"summaries":[143],"by":[144],"leveraging":[145],"knowledge":[146],"extraction":[150],"provide":[152],"both":[153],"appropriate":[154],"level":[155],"detail":[157],"richer":[159],"representation":[160],"capabilities.":[161]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
