{"id":"https://openalex.org/W1947313183","doi":null,"title":"A heuristic forecasting model for stock decision","display_name":"A heuristic forecasting model for stock decision","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1947313183","mag":"1947313183"},"language":"en","primary_location":{"id":"pmh:oai:dnet:upcommonspor::5567a2b95092eab365d2bac8f900aae3","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099/2053","pdf_url":"http://hdl.handle.net/2099/2053","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2099/2053","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015592659","display_name":"Dingxi Zhang","orcid":"https://orcid.org/0009-0004-6475-6621","observed_orcids":["https://orcid.org/0009-0004-6475-6621"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dingxi Zhang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0004-6475-6621","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110379128","display_name":"Qingshan Jiang","orcid":"https://orcid.org/0000-0002-8040-0308","observed_orcids":["https://orcid.org/0000-0002-8040-0308"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qingshan Jiang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8040-0308","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5022587956","display_name":"Xiang Li","orcid":"https://orcid.org/0009-0004-2123-1200","observed_orcids":["https://orcid.org/0009-0004-2123-1200"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"12","issue":"1","first_page":"33","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":1.0,"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":1.0,"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":0.0,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-market-forecasting","display_name":"stock market prediction","score":0.593999981880188},{"id":"https://openalex.org/keywords/heuristic-strategies","display_name":"heuristic strategies","score":0.8669999837875366},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8999999761581421},{"id":"https://openalex.org/keywords/trading-decisions","display_name":"trading decisions","score":0.6800000071525574},{"id":"https://openalex.org/keywords/buy-and-hold-strategy","display_name":"buy-and-hold strategy","score":0.7730000019073486},{"id":"https://openalex.org/keywords/shanghai-composite-index","display_name":"Shanghai Composite Index","score":0.9419999718666077},{"id":"https://openalex.org/keywords/trade-performance","display_name":"trade performance","score":0.6940000057220459},{"id":"https://openalex.org/keywords/trading-signals","display_name":"trading signals","score":0.6299999952316284}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7156452536582947},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7071573138237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819959282875061},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6672916412353516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5153040885925293},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48248791694641113},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.4478328824043274},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35986316204071045},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13057148456573486},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"pmh:oai:dnet:upcommonspor::5567a2b95092eab365d2bac8f900aae3","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099/2053","pdf_url":"http://hdl.handle.net/2099/2053","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.108.5599","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.108.5599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dmle.cindoc.csic.es/pdf/MATHWARE_2005_12_01_03.pdf","raw_type":"text"},{"id":"pmh:oai:hispana.mcu.es:722663","doi":null,"is_oa":false,"landing_page_url":"https://hispana.mcu.es/es/registros/registro.do?tipoRegistro=MTD&idBib=722663","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathware &amp; soft computing, ISSN 1134-5632, Vol. 12, N\u00ba. 1, 2005, pags. 33-39","raw_type":"text (article)"},{"id":"pmh:oai:raco.cat:article/84917","doi":null,"is_oa":false,"landing_page_url":"http://raco.cat/index.php/Mathware/article/view/84917","pdf_url":null,"source":{"id":"https://openalex.org/S4306401311","display_name":"RACO (Revistes Catalanes amb Acc\u00e9s Obert) (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathware &amp; soft computing; 2005: Vol.: 12 N\u00c3\u00bam.: 1","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:upcommons.upc.edu:2099/2053","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099/2053","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"mag:1947313183","doi":null,"is_oa":false,"landing_page_url":"http://upcommons.upc.edu/bitstream/2099/2053/1/zhang1.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Soft Computing","raw_type":null},{"id":"mag:2171174802","doi":null,"is_oa":false,"landing_page_url":"https://upcommons.upc.edu/bitstream/handle/2099/2053/zhang1.pdf;sequence=1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Soft Computing","raw_type":null}],"best_oa_location":{"id":"pmh:oai:dnet:upcommonspor::5567a2b95092eab365d2bac8f900aae3","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099/2053","pdf_url":"http://hdl.handle.net/2099/2053","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1947313183.pdf","grobid_xml":"https://content.openalex.org/works/W1947313183.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1982348007","https://openalex.org/W1985475871","https://openalex.org/W1999183681","https://openalex.org/W2016415759","https://openalex.org/W2019651770","https://openalex.org/W2067057029","https://openalex.org/W2108959409","https://openalex.org/W2114386642","https://openalex.org/W2143533311","https://openalex.org/W2148704940","https://openalex.org/W2169572865"],"related_works":["https://openalex.org/W2171174802","https://openalex.org/W2393690977","https://openalex.org/W46513916","https://openalex.org/W2044196240","https://openalex.org/W2528502555","https://openalex.org/W2012745663","https://openalex.org/W2015262594","https://openalex.org/W2390552265","https://openalex.org/W2525219942","https://openalex.org/W2587915126"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,64],"heuristic":[4,15],"forecasting":[5,43,69],"model":[6,44,70],"based":[7],"on":[8],"neural":[9,25,57],"networks":[10,26],"for":[11,19],"stock":[12],"decision-making.":[13],"Some":[14],"strategies":[16],"are":[17,61],"presented":[18],"enhancing":[20],"the":[21,47,54],"learning":[22],"capability":[23],"of":[24,56,74],"and":[27,49],"obtaining":[28],"better":[29],"trading":[30],"performance.":[31],"The":[32,42,68],"China":[33],"Shanghai":[34],"Composite":[35],"Index":[36],"is":[37],"used":[38],"as":[39],"case":[40],"study.":[41],"can":[45],"forecast":[46],"buying":[48],"selling":[50],"signs":[51],"according":[52],"to":[53],"result":[55],"network":[58],"prediction.":[59],"Results":[60],"compared":[62],"with":[63],"benchmark":[65,78],"buy-and-hold":[66],"strategy.":[67,79],"was":[71],"found":[72],"capable":[73],"consistently":[75],"outperforming":[76],"this":[77],"1":[80]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
