{"id":"https://openalex.org/W4404471149","doi":"https://doi.org/10.1145/3696952.3696996","title":"Stock Price Forecasting Based on Improved Particle Swarm Optimization Neural Network Algorithm","display_name":"Stock Price Forecasting Based on Improved Particle Swarm Optimization Neural Network Algorithm","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4404471149","doi":"https://doi.org/10.1145/3696952.3696996"},"language":"en","primary_location":{"id":"doi:10.1145/3696952.3696996","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696952.3696996","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 9th International Conference on Intelligent Information Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3696952.3696996","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032480776","display_name":"Bei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bei Liu","raw_affiliation_strings":["Wuhan City Polytechnic, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0002-2900-9503","affiliations":[{"raw_affiliation_string":"Wuhan City Polytechnic, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112901641","display_name":"Di\u2010An Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dian Sun","raw_affiliation_strings":["University of Sydney, Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0009-0001-1319-4313","affiliations":[{"raw_affiliation_string":"University of Sydney, Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032480776"],"corresponding_institution_ids":["https://openalex.org/I14116566"],"apc_list":null,"apc_paid":null,"fwci":0.4693,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70538574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"326","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9983999729156494,"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":0.9983999729156494,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9230999946594238,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7950773239135742},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7016148567199707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6193835735321045},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.5730345249176025},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.42845478653907776},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38096877932548523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32400307059288025},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.1383049190044403},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09871634840965271}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7950773239135742},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7016148567199707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6193835735321045},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.5730345249176025},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.42845478653907776},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38096877932548523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32400307059288025},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.1383049190044403},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09871634840965271},{"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/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:10.1145/3696952.3696996","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696952.3696996","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 9th International Conference on Intelligent Information Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3696952.3696996","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696952.3696996","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 9th International Conference on Intelligent Information Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2025291942","https://openalex.org/W2902640113","https://openalex.org/W2964234147","https://openalex.org/W3124503237","https://openalex.org/W3175821757","https://openalex.org/W3184921930","https://openalex.org/W3201128638","https://openalex.org/W4231546411"],"related_works":["https://openalex.org/W247222457","https://openalex.org/W1488120909","https://openalex.org/W3124131549","https://openalex.org/W2152348935","https://openalex.org/W2887069341","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W4240248738","https://openalex.org/W3008476150","https://openalex.org/W2093710055"],"abstract_inverted_index":{"The":[0],"traditional":[1],"neural":[2,45],"network":[3],"algorithm":[4],"applied":[5],"to":[6,15,59],"the":[7,22,30,36,62,69,80,83,87,92,105],"forecasting":[8,27,31,55],"of":[9,24,71,82,91,107],"stock":[10,25,66,108],"price":[11,26,109],"which":[12],"is":[13,57],"easy":[14],"fall":[16],"into":[17],"local":[18],"optima.":[19],"To":[20],"enhance":[21],"accuracy":[23,88],"and":[28,47,75,89,102],"reduce":[29],"time,":[32],"this":[33],"paper":[34],"introduces":[35],"improved":[37],"Particle":[38],"Optimization":[39],"Neural":[40],"Network":[41],"Algorithm.":[42],"By":[43],"integrating":[44],"networks":[46],"particle":[48],"swarm":[49],"optimization":[50],"algorithms,":[51],"a":[52,97],"more":[53],"effective":[54],"model":[56],"constructed":[58],"better":[60],"reflect":[61],"dynamic":[63],"changes":[64],"in":[65,104],"prices.":[67],"Meanwhile,":[68],"introduction":[70],"chaos":[72],"interference":[73],"factor":[74,77],"mutation":[76],"can":[78],"increase":[79],"diversity":[81],"algorithm,":[84],"further":[85],"improving":[86],"stability":[90],"forecasting.":[93],"This":[94],"method":[95],"offers":[96],"new":[98],"solution":[99],"for":[100,114],"research":[101],"application":[103],"field":[106],"forecasting,":[110],"providing":[111],"valuable":[112],"reference":[113],"relevant":[115],"practitioners.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
