{"id":"https://openalex.org/W2977377774","doi":"https://doi.org/10.5220/0008480504120418","title":"On Present Use of Machine Learning based Automation in Finance","display_name":"On Present Use of Machine Learning based Automation in Finance","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2977377774","doi":"https://doi.org/10.5220/0008480504120418","mag":"2977377774"},"language":"en","primary_location":{"id":"doi:10.5220/0008480504120418","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008480504120418","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0008480504120418","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024411187","display_name":"Vibha Tripathi","orcid":"https://orcid.org/0000-0001-9578-348X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vibha Tripathi","raw_affiliation_strings":["MIO and U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"MIO and U.S.A., --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024411187"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14181807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"412","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9811999797821045,"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":0.9811999797821045,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.930400013923645,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/automation","display_name":"Automation","score":0.6877964735031128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6176972985267639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39751991629600525},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3844040334224701},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21286940574645996}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6877964735031128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6176972985267639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39751991629600525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3844040334224701},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21286940574645996},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0008480504120418","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008480504120418","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0008480504120418","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008480504120418","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"In":[0],"this":[1,28],"paper,":[2],"we":[3,71],"survey":[4],"the":[5,23,50,54],"current":[6],"known":[7],"applications":[8],"of":[9,49,62,78],"Machine":[10,79],"Learning":[11,35],"based":[12],"Data":[13],"Analytics":[14],"and":[15,59,65],"automation":[16,40],"in":[17,26,31,41,56],"finance":[18],"industry.":[19],"We":[20,44],"look":[21],"into":[22],"challenges":[24],"involved":[25],"furthering":[27],"technology,":[29],"particularly":[30],"employing":[32],"more":[33,68],"Deep":[34],"approaches":[36],"proven":[37],"for":[38],"successful":[39],"other":[42],"domains.":[43],"enumerate":[45],"observations":[46],"on":[47],"some":[48],"barriers":[51],"faced":[52],"by":[53],"industry":[55],"effectively":[57],"adopting":[58],"accelerating":[60],"use":[61],"AI":[63],"techniques,":[64],"finally":[66],"propose":[67],"areas":[69],"that":[70],"believe":[72],"could":[73],"further":[74],"benefit":[75],"from":[76],"application":[77],"Learning.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
