{"id":"https://openalex.org/W2742957483","doi":"https://doi.org/10.1109/inista.2017.8001183","title":"Monthly car sales prediction using Internet Word-of-Mouth (eWOM)","display_name":"Monthly car sales prediction using Internet Word-of-Mouth (eWOM)","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2742957483","doi":"https://doi.org/10.1109/inista.2017.8001183","mag":"2742957483"},"language":"en","primary_location":{"id":"doi:10.1109/inista.2017.8001183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2017.8001183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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/A5103459905","display_name":"Chaochang Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chaochang Chiu","raw_affiliation_strings":["Information Management Department, Yuan Ze University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Information Management Department, Yuan Ze University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029421149","display_name":"Chia-Houng Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Houng Shu","raw_affiliation_strings":["Information Management Department, Yuan Ze University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Information Management Department, Yuan Ze University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103459905"],"corresponding_institution_ids":["https://openalex.org/I99908691"],"apc_list":null,"apc_paid":null,"fwci":0.5167,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71177176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"345","last_page":"348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6135013699531555},{"id":"https://openalex.org/keywords/word-of-mouth","display_name":"Word of mouth","score":0.5892718434333801},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.57386314868927},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.48982641100883484},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4111238121986389},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31590601801872253},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20718920230865479},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10765644907951355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6135013699531555},{"id":"https://openalex.org/C137913393","wikidata":"https://www.wikidata.org/wiki/Q15737157","display_name":"Word of mouth","level":2,"score":0.5892718434333801},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.57386314868927},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.48982641100883484},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4111238121986389},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31590601801872253},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20718920230865479},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10765644907951355},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inista.2017.8001183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2017.8001183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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":20,"referenced_works":["https://openalex.org/W16012223","https://openalex.org/W46959242","https://openalex.org/W1414113515","https://openalex.org/W1497256448","https://openalex.org/W1594031697","https://openalex.org/W1983286042","https://openalex.org/W2052303199","https://openalex.org/W2087327261","https://openalex.org/W2171468534","https://openalex.org/W2305726628","https://openalex.org/W2604163780","https://openalex.org/W2771691500","https://openalex.org/W3022023470","https://openalex.org/W3031908365","https://openalex.org/W3125653597","https://openalex.org/W4285719527","https://openalex.org/W6600661432","https://openalex.org/W6601912945","https://openalex.org/W6698238711","https://openalex.org/W6746448921"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1533144710","https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W3144288563","https://openalex.org/W3162106625"],"abstract_inverted_index":{"Internet's":[0],"mature":[1],"has":[2,41,100],"changed":[3],"the":[4,17,81,96,101],"behavior":[5],"of":[6,9,55,68,85,89,107],"consumers.":[7],"Most":[8],"consumers":[10,56],"before":[11,36],"purchase":[12],"will":[13,50],"queries":[14],"opinion":[15,35],"on":[16],"Internet.":[18],"Vehicle":[19],"is":[20],"high":[21],"priced":[22],"and":[23,47,70],"durable":[24],"merchandise,":[25],"so":[26],"consumer":[27],"would":[28],"be":[29],"more":[30],"prudent":[31],"to":[32,79],"view":[33],"Internet":[34,66],"they":[37],"buy.":[38],"Past":[39],"research":[40],"pointed":[42],"out":[43],"eWOM":[44],"(electronic":[45],"Word-of-Mouth)":[46],"customer":[48],"satisfaction":[49],"influence":[51],"purchasing":[52],"decision,":[53],"70%":[54],"believe":[57],"eWOM.":[58],"In":[59],"this":[60],"study,":[61],"we":[62],"utilizes":[63],"economic":[64],"indexes,":[65],"\u201cword":[67],"mouth\u201d,":[69],"Google":[71],"Trends":[72],"variables":[73],"created":[74],"by":[75],"key":[76],"word":[77],"searches":[78],"forecast":[80],"monthly":[82],"sales":[83],"volumes":[84],"a":[86],"given":[87],"model":[88,99],"car.":[90],"The":[91],"experiment":[92],"results":[93],"demonstrate":[94],"that":[95],"proposed":[97],"GA/KNN":[98],"highest":[102],"predictive":[103],"power":[104],"in":[105],"terms":[106],"Mean":[108],"Absolute":[109],"Percentage":[110],"Error":[111],"(MAPE).":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}