{"id":"https://openalex.org/W1991416154","doi":"https://doi.org/10.1145/2811411.2811469","title":"An intelligent decision support system for stock analysis and evaluation","display_name":"An intelligent decision support system for stock analysis and evaluation","publication_year":2015,"publication_date":"2015-10-09","ids":{"openalex":"https://openalex.org/W1991416154","doi":"https://doi.org/10.1145/2811411.2811469","mag":"1991416154"},"language":"en","primary_location":{"id":"doi:10.1145/2811411.2811469","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2811411.2811469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on research in adaptive and convergent systems","raw_type":"proceedings-article"},"type":"article","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/A5112794515","display_name":"Harry Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Harry Zhou","raw_affiliation_strings":["Towson University, Towson, MD","TOWSON UNIVERSITY, Towson, MD"],"affiliations":[{"raw_affiliation_string":"Towson University, Towson, MD","institution_ids":["https://openalex.org/I4322298"]},{"raw_affiliation_string":"TOWSON UNIVERSITY, Towson, MD","institution_ids":["https://openalex.org/I4322298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5112794515"],"corresponding_institution_ids":["https://openalex.org/I4322298"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04105297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"52","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9822999835014343,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9822999835014343,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9790999889373779,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9695000052452087,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6963931918144226},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.6357031464576721},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.614612877368927},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6096162796020508},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5918499231338501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5463935732841492},{"id":"https://openalex.org/keywords/model-based-reasoning","display_name":"Model-based reasoning","score":0.53656405210495},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.5328429341316223},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5155013203620911},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.49598607420921326},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.4892008304595947},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.47557511925697327},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.4602888822555542},{"id":"https://openalex.org/keywords/evidential-reasoning-approach","display_name":"Evidential reasoning approach","score":0.413186252117157},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4114655554294586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3962246775627136},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35951346158981323},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.29255467653274536},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.25092464685440063},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09829023480415344},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08496636152267456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963931918144226},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.6357031464576721},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.614612877368927},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6096162796020508},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5918499231338501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5463935732841492},{"id":"https://openalex.org/C37335422","wikidata":"https://www.wikidata.org/wiki/Q6888134","display_name":"Model-based reasoning","level":3,"score":0.53656405210495},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.5328429341316223},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5155013203620911},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.49598607420921326},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.4892008304595947},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.47557511925697327},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.4602888822555542},{"id":"https://openalex.org/C156201811","wikidata":"https://www.wikidata.org/wiki/Q5418360","display_name":"Evidential reasoning approach","level":4,"score":0.413186252117157},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4114655554294586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3962246775627136},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35951346158981323},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.29255467653274536},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.25092464685440063},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09829023480415344},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08496636152267456},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2811411.2811469","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2811411.2811469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on research in adaptive and convergent systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2077999805","https://openalex.org/W6823106249"],"related_works":["https://openalex.org/W2306919025","https://openalex.org/W2148216026","https://openalex.org/W2548902199","https://openalex.org/W3174035531","https://openalex.org/W1870444161","https://openalex.org/W2099559366","https://openalex.org/W3093704579","https://openalex.org/W2972622715","https://openalex.org/W2379464034","https://openalex.org/W2188092303"],"abstract_inverted_index":{"It":[0,80],"is":[1,7],"well":[2],"known":[3],"that":[4],"security":[5],"analysis":[6],"a":[8,66,82,90],"time-consuming":[9],"and":[10,29,33,77,89,96,108,125,142],"error-prone":[11],"process.":[12],"However,":[13],"it":[14],"can":[15],"be":[16],"improved":[17],"or":[18],"enhanced":[19],"considerably":[20],"by":[21],"automated":[22],"reasoning.":[23],"Efforts":[24],"to":[25,34,44,137],"reduce":[26],"the":[27,36,45,63],"inaccuracy":[28],"incorrectness":[30],"of":[31,39,47,65,71,85,93,98,114,130],"analyses":[32],"enhance":[35],"confidence":[37],"levels":[38],"stock":[40,86],"selection":[41],"have":[42],"led":[43],"development":[46],"an":[48],"intelligent":[49,115],"decision":[50,122,144],"support":[51,123],"system":[52],"called":[53],"TradeExpert,":[54],"which":[55],"assists,":[56],"not":[57,117],"replaces,":[58],"portfolio":[59],"managers.":[60],"TradeExpert":[61,111],"assumes":[62],"role":[64],"hypothetical":[67],"securities":[68],"analyst":[69],"capable":[70],"analyzing":[72],"stocks,":[73],"calling":[74],"market":[75],"turns,":[76],"making":[78],"recommendations.":[79],"has":[81],"knowledge":[83],"base":[84,92],"trading":[87],"expertise,":[88],"case":[91],"past":[94],"episodes":[95],"consequences":[97],"decisions.":[99],"By":[100],"combining":[101],"knowledge-based":[102,143],"problem":[103],"solving":[104],"with":[105],"case-based":[106],"reasoning":[107],"fuzzy":[109,140],"inference,":[110],"demonstrates":[112],"forms":[113],"behavior":[116],"yet":[118],"observed":[119],"in":[120,134],"traditional":[121],"systems":[124],"expert":[126],"systems.":[127],"The":[128],"novelty":[129],"this":[131],"research":[132],"lies":[133],"its":[135],"application":[136],"analogical":[138],"reasoning,":[139,141],"making.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
