{"id":"https://openalex.org/W4403674181","doi":"https://doi.org/10.15439/2024f7912","title":"Predicting Stock Trends Using Common Financial Indicators: A Summary of FedCSIS 2024 Data Science Challenge Held on KnowledgePit.ai Platform","display_name":"Predicting Stock Trends Using Common Financial Indicators: A Summary of FedCSIS 2024 Data Science Challenge Held on KnowledgePit.ai Platform","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403674181","doi":"https://doi.org/10.15439/2024f7912"},"language":"en","primary_location":{"id":"doi:10.15439/2024f7912","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f7912","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/7912.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_39/drp/pdf/7912.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045379122","display_name":"Aleksandar Raki\u0107evi\u0107","orcid":"https://orcid.org/0000-0002-8917-7229"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Aleksandar M. Raki\u0107evi\u0107","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077317597","display_name":"Pavle Milo\u0161evi\u0107","orcid":"https://orcid.org/0000-0002-5943-6023"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pavle D. Milosevi\u0107","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000335976","display_name":"Ivana Dragovi\u0107","orcid":"https://orcid.org/0000-0001-6935-7444"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivana T. Dragovi\u0107","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014750145","display_name":"Ana Poledica","orcid":"https://orcid.org/0000-0002-5929-6446"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana M. Poledica","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057548691","display_name":"Milica Zukanovi\u0107","orcid":"https://orcid.org/0000-0003-3650-8327"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milica M. Zukanovi\u0107","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006523416","display_name":"Andrzej Janusz","orcid":"https://orcid.org/0000-0002-9763-1399"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrzej Janusz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057541763","display_name":"Dominik \u015al\u0229zak","orcid":"https://orcid.org/0000-0003-2453-4974"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominik \u015al\u0119zak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045379122"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2305,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8557047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"39","issue":null,"first_page":"731","last_page":"737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9532999992370605,"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":0.9532999992370605,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9394999742507935,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.524546205997467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48136764764785767},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43878331780433655},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3385929465293884},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2650882601737976},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19176942110061646}],"concepts":[{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.524546205997467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48136764764785767},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43878331780433655},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3385929465293884},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2650882601737976},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19176942110061646},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.15439/2024f7912","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f7912","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/7912.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:7fe38d9c52ec4e09bcbf1999019104f6","is_oa":true,"landing_page_url":"https://doaj.org/article/7fe38d9c52ec4e09bcbf1999019104f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 39, Pp 731-737 (2024)","raw_type":"article"},{"id":"pmh:oai:rfos.fon.bg.ac.rs:123456789/2811","is_oa":true,"landing_page_url":"https://rfos.fon.bg.ac.rs/handle/123456789/2811","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS)","raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.15439/2024f7912","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f7912","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/7912.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403674181.pdf","grobid_xml":"https://content.openalex.org/works/W4403674181.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Predictive":[0],"analytics":[1],"aims":[2],"to":[3,7,44],"empower":[4],"finance":[5],"professionals":[6],"make":[8],"data-driven":[9],"decisions,":[10],"anticipate":[11],"customer":[12],"behavior,":[13],"and":[14,75,84,92],"navigate":[15],"the":[16,19,23,29,37,51,73,81,89,96],"complexities":[17],"of":[18,22,31,36,77],"financial":[20,52],"landscape.One":[21],"tasks":[24],"in":[25,61],"this":[26],"domain":[27],"is":[28],"prediction":[30],"stock":[32,78],"trend":[33],"movements.The":[34],"goal":[35],"FedCSIS":[38],"2024":[39],"Data":[40],"Science":[41],"Challenge":[42],"was":[43],"build":[45],"such":[46],"predictive":[47],"models":[48,55],"based":[49],"on":[50],"fundamental":[53],"data.Such":[54],"could":[56],"have":[57],"a":[58],"vital":[59],"role":[60],"algorithmic":[62],"or":[63],"manual":[64],"trading,":[65],"providing":[66],"trading":[67],"signals":[68],"for":[69],"making":[70],"decisions":[71],"about":[72,95],"time":[74],"direction":[76],"trades.We":[79],"describe":[80],"prepared":[82],"dataset":[83],"challenge":[85,90],"task.We":[86],"also":[87],"summarize":[88],"outcomes":[91],"provide":[93],"insights":[94],"most":[97],"successful":[98],"machine":[99],"learning":[100],"techniques":[101],"applied.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}