{"id":"https://openalex.org/W2809737209","doi":"https://doi.org/10.1007/978-3-319-93351-1_32","title":"Stock Price Forecast Based on LSTM Neural Network","display_name":"Stock Price Forecast Based on LSTM Neural Network","publication_year":2018,"publication_date":"2018-06-25","ids":{"openalex":"https://openalex.org/W2809737209","doi":"https://doi.org/10.1007/978-3-319-93351-1_32","mag":"2809737209"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-93351-1_32","doi":"https://doi.org/10.1007/978-3-319-93351-1_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-93351-1_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210195104","display_name":"Lecture notes on multidisciplinary industrial engineering","issn_l":"2522-5022","issn":["2522-5022","2522-5030"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Multidisciplinary Industrial Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4241098632","display_name":"Proceedings of the Twelfth International Conference on Management Science and Engineering Management"},"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/A5058016003","display_name":"Qiang Jiang","orcid":"https://orcid.org/0000-0001-7390-6880","observed_orcids":["https://orcid.org/0000-0001-7390-6880"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Jiang","raw_affiliation_strings":["Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chenglin Tang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenglin Tang","raw_affiliation_strings":["Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418433","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0002-3525-9755","observed_orcids":["https://orcid.org/0000-0002-3525-9755","https://orcid.org/0000-0002-4637-9250"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327923","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-3286-5338","observed_orcids":["https://orcid.org/0000-0002-3286-5338"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087875790","display_name":"Qing Yun Huang","orcid":"https://orcid.org/0000-0002-8877-4267","observed_orcids":["https://orcid.org/0000-0002-8877-4267"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Huang","raw_affiliation_strings":["Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu, 610064, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":7.3917,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.97748905,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"393","last_page":"408"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical 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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9779999852180481},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.8999999761581421},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.9300000071525574},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.9860000014305115},{"id":"https://openalex.org/keywords/shanghai-composite-index","display_name":"Shanghai Composite Index","score":0.9259999990463257},{"id":"https://openalex.org/keywords/dow-jones-industrial-average","display_name":"Dow Jones Industrial Average","score":0.9909999966621399}],"concepts":[{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7698569297790527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904677748680115},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5659716725349426},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5404852628707886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5307096838951111},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.48441511392593384},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4838794469833374},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.4655025601387024},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4549022912979126},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4282238483428955},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39365726709365845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22034111618995667},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14694693684577942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1213492751121521},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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:10.1007/978-3-319-93351-1_32","doi":"https://doi.org/10.1007/978-3-319-93351-1_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-93351-1_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210195104","display_name":"Lecture notes on multidisciplinary industrial engineering","issn_l":"2522-5022","issn":["2522-5022","2522-5030"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Multidisciplinary Industrial Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W35024350","https://openalex.org/W407547601","https://openalex.org/W1485981043","https://openalex.org/W1535810436","https://openalex.org/W1554576613","https://openalex.org/W1652505363","https://openalex.org/W1979356863","https://openalex.org/W2029374903","https://openalex.org/W2037529930","https://openalex.org/W2059148040","https://openalex.org/W2064675550","https://openalex.org/W2086789740","https://openalex.org/W2128084896","https://openalex.org/W2255466643","https://openalex.org/W2746969437","https://openalex.org/W2985382943","https://openalex.org/W3121926921"],"related_works":["https://openalex.org/W4408401836","https://openalex.org/W4281297765","https://openalex.org/W4399096394","https://openalex.org/W4404510977","https://openalex.org/W4399033189","https://openalex.org/W4404049250","https://openalex.org/W4385249485","https://openalex.org/W3115388936","https://openalex.org/W4315927529","https://openalex.org/W4310257713"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2018-07-10T00:00:00"}