{"id":"https://openalex.org/W2906846845","doi":"https://doi.org/10.1007/s11063-018-9964-8","title":"Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning","display_name":"Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning","publication_year":2019,"publication_date":"2019-01-02","ids":{"openalex":"https://openalex.org/W2906846845","doi":"https://doi.org/10.1007/s11063-018-9964-8","mag":"2906846845"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-018-9964-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-018-9964-8","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-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/A5100628487","display_name":"Young\u2010Hoon Lee","orcid":"https://orcid.org/0000-0003-4199-936X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210131320","display_name":"LG (South Korea)","ror":"https://ror.org/03ddh2c27","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210131320"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Younghoon Lee","raw_affiliation_strings":["Data Driven User Experience team, Mobile Communication Lab, LG Electronics, Seoul, Republic of Korea","Department of Industrial Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Data Driven User Experience team, Mobile Communication Lab, LG Electronics, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210131320"]},{"raw_affiliation_string":"Department of Industrial Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013062158","display_name":"Minki Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minki Chung","raw_affiliation_strings":["Department of Industrial Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017305201","display_name":"Sungzoon Cho","orcid":"https://orcid.org/0000-0002-1695-1973"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungzoon Cho","raw_affiliation_strings":["Department of Industrial Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008573814","display_name":"Jinhae Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131320","display_name":"LG (South Korea)","ror":"https://ror.org/03ddh2c27","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210131320"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinhae Choi","raw_affiliation_strings":["Data Driven User Experience team, Mobile Communication Lab, LG Electronics, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Data Driven User Experience team, Mobile Communication Lab, LG Electronics, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210131320"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100628487"],"corresponding_institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210131320"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4471,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86316854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"50","issue":"1","first_page":"149","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9900000095367432,"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":0.9900000095367432,"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":0.9828000068664551,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9672999978065491,"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":0.7979551553726196},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7841274738311768},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5987482666969299},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5972447991371155},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5925512313842773},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5862994194030762},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5481106638908386},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.54507976770401},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5375816822052002},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.49973201751708984},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.498852014541626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4890519082546234},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.44899410009384155},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43362706899642944},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40886762738227844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08613422513008118}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7979551553726196},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7841274738311768},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5987482666969299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5972447991371155},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5925512313842773},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5862994194030762},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5481106638908386},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.54507976770401},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5375816822052002},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.49973201751708984},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.498852014541626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4890519082546234},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.44899410009384155},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43362706899642944},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40886762738227844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08613422513008118},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-018-9964-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-018-9964-8","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320329803","display_name":"LG Electronics","ror":"https://ror.org/03ddh2c27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W71795751","https://openalex.org/W582033733","https://openalex.org/W1502957213","https://openalex.org/W1506246224","https://openalex.org/W1516595210","https://openalex.org/W1517771839","https://openalex.org/W1528177290","https://openalex.org/W1544805753","https://openalex.org/W1832693441","https://openalex.org/W1859957297","https://openalex.org/W1925417509","https://openalex.org/W1953362807","https://openalex.org/W1994703838","https://openalex.org/W1995615372","https://openalex.org/W1996509985","https://openalex.org/W2001587475","https://openalex.org/W2019314643","https://openalex.org/W2030439497","https://openalex.org/W2044429219","https://openalex.org/W2049493498","https://openalex.org/W2061495585","https://openalex.org/W2061873838","https://openalex.org/W2072718162","https://openalex.org/W2080246398","https://openalex.org/W2087027944","https://openalex.org/W2096141509","https://openalex.org/W2100362224","https://openalex.org/W2108420397","https://openalex.org/W2115834228","https://openalex.org/W2124033848","https://openalex.org/W2125247664","https://openalex.org/W2129604374","https://openalex.org/W2138679451","https://openalex.org/W2158085718","https://openalex.org/W2159457224","https://openalex.org/W2161672051","https://openalex.org/W2162860143","https://openalex.org/W2163302275","https://openalex.org/W2165698076","https://openalex.org/W2183521529","https://openalex.org/W2250585720","https://openalex.org/W2250981850","https://openalex.org/W2251227029","https://openalex.org/W2251777082","https://openalex.org/W2251900677","https://openalex.org/W2252012216","https://openalex.org/W2315233710","https://openalex.org/W2427312199","https://openalex.org/W2510668267","https://openalex.org/W2554987092","https://openalex.org/W2578087802","https://openalex.org/W2601748485","https://openalex.org/W2623455008","https://openalex.org/W2730411900","https://openalex.org/W2912218307","https://openalex.org/W2950577311","https://openalex.org/W2953391683","https://openalex.org/W2963168418","https://openalex.org/W2968573267","https://openalex.org/W4251166437"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}