{"id":"https://openalex.org/W2139160703","doi":"https://doi.org/10.1109/csse.2008.1218","title":"Neural Network Approach Based on Agent to Predict Stock Performance","display_name":"Neural Network Approach Based on Agent to Predict Stock Performance","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2139160703","doi":"https://doi.org/10.1109/csse.2008.1218","mag":"2139160703"},"language":"en","primary_location":{"id":"doi:10.1109/csse.2008.1218","doi":"https://doi.org/10.1109/csse.2008.1218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csse.2008.1218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 International Conference on Computer Science and Software Engineering","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5038010655","display_name":"Shengnan Xu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shengnan Xu","raw_affiliation_strings":["Center for Computer Information, Chengde Teachers College for Nationalities, Chengdu, Hebei, China","Center for Comput. Inf., Chengde Teachers' Coll. for Nat., Chengde"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computer Information, Chengde Teachers College for Nationalities, Chengdu, Hebei, China","institution_ids":[]},{"raw_affiliation_string":"Center for Comput. Inf., Chengde Teachers' Coll. for Nat., Chengde","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101406296","display_name":"Baozhen Li","orcid":"https://orcid.org/0000-0002-6054-5729","observed_orcids":["https://orcid.org/0000-0002-6054-5729"]},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baozhen Li","raw_affiliation_strings":["Department of Mechanical & Electronic Engineering, Ocean College of Hebei Agricultural University, Qinhuangdao, Hebei, China","Ocean Coll., Dept. of Mech. & Electron. Eng., Hebei Agric. Univ., Qinhuangdao"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical & Electronic Engineering, Ocean College of Hebei Agricultural University, Qinhuangdao, Hebei, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"Ocean Coll., Dept. of Mech. & Electron. Eng., Hebei Agric. Univ., Qinhuangdao","institution_ids":["https://openalex.org/I108160477"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083021564","display_name":"Yanhua Shao","orcid":"https://orcid.org/0000-0001-9454-7442","observed_orcids":["https://orcid.org/0000-0001-9454-7442"]},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhua Shao","raw_affiliation_strings":["Ocean Coll., Dept. of Mech. & Electron. Eng., Hebei Agric. Univ., Qinhuangdao"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean Coll., Dept. of Mech. & Electron. Eng., Hebei Agric. Univ., Qinhuangdao","institution_ids":["https://openalex.org/I108160477"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3819,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76767871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"2","issue":null,"first_page":"1223","last_page":"1225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9994999766349792,"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":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.00019999999494757503,"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/T11918","display_name":"Forecasting Techniques and Applications","score":9.999999747378752e-05,"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/stock-market-forecasting","display_name":"stock market prediction","score":0.7630000114440918},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9110000133514404},{"id":"https://openalex.org/keywords/agent-based-modeling","display_name":"agent-based modeling","score":0.7039999961853027},{"id":"https://openalex.org/keywords/financial-forecasting","display_name":"financial forecasting","score":0.3869999945163727}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8217840194702148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7476950883865356},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.584467351436615},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5738757252693176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5107135772705078},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4766733944416046},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4283536672592163},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12632083892822266},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csse.2008.1218","doi":"https://doi.org/10.1109/csse.2008.1218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csse.2008.1218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 International Conference on Computer Science and Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1493971325","https://openalex.org/W1544145404","https://openalex.org/W1978706036","https://openalex.org/W1990236474","https://openalex.org/W2044929988","https://openalex.org/W2200577252","https://openalex.org/W3122275712"],"related_works":["https://openalex.org/W2023149277","https://openalex.org/W2112525700","https://openalex.org/W2121367674","https://openalex.org/W2050481597","https://openalex.org/W951849729","https://openalex.org/W4407877586","https://openalex.org/W2016587307","https://openalex.org/W1893659027","https://openalex.org/W2627025399","https://openalex.org/W7071389780"],"abstract_inverted_index":{"Predicting":[0],"stock":[1,33,65],"performance":[2,34,67],"is":[3,80],"a":[4,64,71,90],"very":[5],"large":[6,13],"and":[7,60,84],"profitable":[8],"area":[9],"of":[10,15,27,63,69,103,114],"study.":[11],"A":[12],"number":[14],"studies":[16],"have":[17],"been":[18,52],"reported":[19],"in":[20,31,35],"literature":[21],"with":[22],"reference":[23],"to":[24,45,82],"the":[25,43,58,61,97,115],"use":[26],"artificial":[28],"neural":[29,46,72,104],"network":[30,47,73,105],"modeling":[32],"western":[36],"countries.":[37],"However,":[38],"not":[39],"much":[40],"work":[41],"along":[42],"approach":[44,74],"based":[48,106],"on":[49,57,76,107],"agent":[50],"has":[51],"reported.":[53],"This":[54,78],"thesis":[55],"focuses":[56],"development":[59],"simulation":[62],"market":[66],"model":[68,79],"utilizing":[70],"base":[75],"agent.":[77],"easy":[81],"understand,":[83],"can":[85],"be":[86],"easily":[87],"implemented":[88],"as":[89],"software":[91],"simulation.":[92],"First":[93],"we":[94],"will":[95],"discuss":[96],"basic":[98],"concepts":[99],"behind":[100],"this":[101],"type":[102],"agent,":[108],"then,":[109],"we'll":[110],"get":[111],"into":[112],"some":[113],"more":[116],"application":[117],"ideas.":[118]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}