{"id":"https://openalex.org/W2820454299","doi":"https://doi.org/10.1145/3219104.3229287","title":"Should I Invest it?","display_name":"Should I Invest it?","publication_year":2018,"publication_date":"2018-07-12","ids":{"openalex":"https://openalex.org/W2820454299","doi":"https://doi.org/10.1145/3219104.3229287","mag":"2820454299"},"language":"en","primary_location":{"id":"doi:10.1145/3219104.3229287","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219104.3229287","pdf_url":null,"source":{"id":"https://openalex.org/S4306524298","display_name":"Proceedings of the Practice and Experience on Advanced Research Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Practice and Experience on Advanced Research Computing","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/A5101689159","display_name":"Xiaopeng Lu","orcid":"https://orcid.org/0000-0002-7456-1586"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaopeng Lu","raw_affiliation_strings":["University of North Carolina at Chapel Hill, Chapel Hill, NC"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020260904","display_name":"Jiaming Qu","orcid":"https://orcid.org/0000-0003-4460-5637"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaming Qu","raw_affiliation_strings":["University of North Carolina at Chapel Hill, Chapel Hill, NC"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108204170","display_name":"Yongxing Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongxing Jiang","raw_affiliation_strings":["University of North Carolina at Chapel Hill, Chapel Hill, NC"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101016835","display_name":"Yanbing Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanbing Zhao","raw_affiliation_strings":["University of North Carolina at Chapel Hill, Chapel Hill, NC"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101689159"],"corresponding_institution_ids":["https://openalex.org/I114027177"],"apc_list":null,"apc_paid":null,"fwci":1.7107,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8890001,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9966999888420105,"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":0.9865999817848206,"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":0.6489805579185486},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5658369660377502},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5242477059364319},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4654463231563568},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43072742223739624},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.36689096689224243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27084508538246155},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.25265946984291077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6489805579185486},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5658369660377502},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5242477059364319},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4654463231563568},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43072742223739624},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.36689096689224243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27084508538246155},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25265946984291077},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3219104.3229287","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219104.3229287","pdf_url":null,"source":{"id":"https://openalex.org/S4306524298","display_name":"Proceedings of the Practice and Experience on Advanced Research Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Practice and Experience on Advanced Research Computing","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":2,"referenced_works":["https://openalex.org/W2139334734","https://openalex.org/W2950133940"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2977677679","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Online":[0],"customer":[1],"reviews":[2,23],"are":[3],"becoming":[4],"more":[5,7],"and":[6,58,117],"important":[8],"in":[9],"helping":[10],"consumer":[11,22],"make":[12],"decisions.":[13],"Therefore,":[14],"it":[15],"is":[16,74],"also":[17],"interesting":[18],"to":[19,27,42,84],"see":[20],"whether":[21],"can":[24],"be":[25],"used":[26],"predict":[28,43],"future":[29,67,90,106],"business":[30,99],"success.":[31],"In":[32],"this":[33],"paper,":[34],"using":[35],"yelp":[36],"dataset":[37],"from":[38],"2016,":[39],"we":[40,110],"aimed":[41],"if":[44],"the":[45,63,66,89,93],"restaurant":[46,107],"will":[47],"still":[48],"open":[49],"till":[50],"2017.":[51],"We":[52],"focused":[53],"on":[54,114],"multi-level":[55],"feature":[56],"selection":[57],"analyzed":[59],"features":[60,82,116],"that":[61,79],"influence":[62],"most":[64],"for":[65,88],"success":[68,91],"of":[69,92],"restaurant.":[70],"The":[71,76],"balanced":[72],"accuracy":[73],"67.46%.":[75],"result":[77],"shows":[78],"our":[80],"text":[81],"failed":[83],"have":[85,102],"significant":[86],"indications":[87],"restaurant,":[94],"while":[95],"non-text":[96],"features,":[97,100],"especially":[98],"do":[101],"strong":[103],"correlation":[104],"with":[105],"performance.":[108],"Furthermore,":[109],"did":[111],"error":[112],"analysis":[113],"insignificant":[115],"gave":[118],"potential":[119],"improvements.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}