{"id":"https://openalex.org/W4398232961","doi":"https://doi.org/10.1145/3652628.3652666","title":"Research on Future Sales Prediction Based on Feature Engineering","display_name":"Research on Future Sales Prediction Based on Feature Engineering","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4398232961","doi":"https://doi.org/10.1145/3652628.3652666"},"language":"en","primary_location":{"id":"doi:10.1145/3652628.3652666","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5054472471","display_name":"Junzhe Li","orcid":"https://orcid.org/0009-0000-4949-0571"},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzhe Li","raw_affiliation_strings":["Jingdezhen Ceramic University Information Engineering College, China"],"raw_orcid":"https://orcid.org/0009-0000-4949-0571","affiliations":[{"raw_affiliation_string":"Jingdezhen Ceramic University Information Engineering College, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053275253","display_name":"Z. Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoqin Zhang","raw_affiliation_strings":["Jingdezhen Ceramic University Information Engineering College, China"],"raw_orcid":"https://orcid.org/0009-0001-2676-4135","affiliations":[{"raw_affiliation_string":"Jingdezhen Ceramic University Information Engineering College, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043718111","display_name":"Songhuang Kang","orcid":"https://orcid.org/0009-0007-9251-9764"},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songhuang Kang","raw_affiliation_strings":["Jingdezhen Ceramic University Information Engineering College, China"],"raw_orcid":"https://orcid.org/0009-0007-9251-9764","affiliations":[{"raw_affiliation_string":"Jingdezhen Ceramic University Information Engineering College, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067711863","display_name":"Yi Lu","orcid":"https://orcid.org/0009-0006-7809-6331"},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Lu","raw_affiliation_strings":["Jingdezhen Ceramic University Information Engineering College, China"],"raw_orcid":"https://orcid.org/0009-0006-7809-6331","affiliations":[{"raw_affiliation_string":"Jingdezhen Ceramic University Information Engineering College, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052351627","display_name":"Linyun Gan","orcid":"https://orcid.org/0009-0002-6990-406X"},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyun Gan","raw_affiliation_strings":["Jingdezhen Ceramic University Information Engineering College, China"],"raw_orcid":"https://orcid.org/0009-0002-6990-406X","affiliations":[{"raw_affiliation_string":"Jingdezhen Ceramic University Information Engineering College, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070780797","display_name":"Yuanchun Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanchun Xu","raw_affiliation_strings":["Jingdezhen Ceramic University Information Engineering College, China"],"raw_orcid":"https://orcid.org/0009-0005-7207-4177","affiliations":[{"raw_affiliation_string":"Jingdezhen Ceramic University Information Engineering College, China","institution_ids":["https://openalex.org/I105991555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I105991555"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7099999785423279,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7099999785423279,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.611299991607666,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.5719000101089478,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.9528388977050781},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7999122738838196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7630007266998291},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5064228773117065},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4890502393245697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4602488577365875},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.45228785276412964},{"id":"https://openalex.org/keywords/information-engineering","display_name":"Information engineering","score":0.4494766592979431},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.23738685250282288},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.19951185584068298},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12225019931793213},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.1143413782119751}],"concepts":[{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.9528388977050781},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7999122738838196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7630007266998291},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5064228773117065},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4890502393245697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4602488577365875},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.45228785276412964},{"id":"https://openalex.org/C5283578","wikidata":"https://www.wikidata.org/wiki/Q60596709","display_name":"Information engineering","level":3,"score":0.4494766592979431},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.23738685250282288},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.19951185584068298},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12225019931793213},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.1143413782119751},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652628.3652666","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","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":3,"referenced_works":["https://openalex.org/W2900296094","https://openalex.org/W4249224151","https://openalex.org/W6682023146"],"related_works":["https://openalex.org/W3008173435","https://openalex.org/W2750075801","https://openalex.org/W3164948662","https://openalex.org/W4400413234","https://openalex.org/W4388651014","https://openalex.org/W3153597579","https://openalex.org/W4385336128","https://openalex.org/W4394398790","https://openalex.org/W4399455186","https://openalex.org/W2963507914"],"abstract_inverted_index":{"This":[0],"paper":[1,49],"conducts":[2],"analysis":[3],"and":[4,34,40,63],"exploration":[5],"using":[6],"historical":[7],"sales":[8,20],"data":[9,27,36],"combined":[10],"with":[11],"algorithms,":[12],"implementing":[13],"a":[14,90,95],"machine":[15],"learning":[16],"model":[17],"for":[18],"future":[19],"prediction":[21],"based":[22,59,72],"on":[23,52,60,73,99],"feature":[24,38,53,69,86],"engineering.":[25],"Relevant":[26],"from":[28,83],"the":[29,43,64,80,100],"Kaggle":[30,101],"platform":[31],"is":[32,46],"utilized,":[33],"through":[35],"cleaning,":[37],"engineering,":[39,54,87],"other":[41,65],"techniques,":[42],"model's":[44],"accuracy":[45],"improved.":[47],"The":[48,76],"focuses":[50],"specifically":[51],"employing":[55],"two":[56],"approaches:":[57],"one":[58],"time":[61],"series,":[62],"introducing":[66],"an":[67],"improved":[68,85],"engineering":[70],"method":[71],"entity":[74],"interaction.":[75],"latter,":[77],"which":[78],"utilizes":[79],"dataset":[81],"derived":[82],"this":[84],"results":[88],"in":[89],"superior":[91],"final":[92],"model,":[93],"achieving":[94],"top":[96],"19%":[97],"score":[98],"platform.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}