{"id":"https://openalex.org/W4404031246","doi":"https://doi.org/10.1109/icccnt61001.2024.10725082","title":"Enhancing Investment Decision-making: Leveraging Smart Machine Learning Models for Risk Profiling and Portfolio Allocation","display_name":"Enhancing Investment Decision-making: Leveraging Smart Machine Learning Models for Risk Profiling and Portfolio Allocation","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031246","doi":"https://doi.org/10.1109/icccnt61001.2024.10725082"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725082","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5083258556","display_name":"Vijaya Kanaparthi","orcid":"https://orcid.org/0000-0003-2054-3101"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vijaya Kanaparthi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083258556"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26560976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.7330999970436096,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.7330999970436096,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11891","display_name":"Big Data and Business Intelligence","score":0.6477000117301941,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.6035000085830688,"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/profiling","display_name":"Profiling (computer programming)","score":0.7939133644104004},{"id":"https://openalex.org/keywords/portfolio-allocation","display_name":"Portfolio allocation","score":0.6385066509246826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6009417176246643},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5608815550804138},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.41124778985977173},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.39741986989974976},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3819773197174072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3338002562522888},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2625049352645874},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.20570838451385498}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7939133644104004},{"id":"https://openalex.org/C2993800227","wikidata":"https://www.wikidata.org/wiki/Q7231728","display_name":"Portfolio allocation","level":3,"score":0.6385066509246826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6009417176246643},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5608815550804138},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.41124778985977173},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.39741986989974976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3819773197174072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3338002562522888},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2625049352645874},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.20570838451385498},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725082","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2073103707","https://openalex.org/W2094038915","https://openalex.org/W2789725246","https://openalex.org/W2909455890","https://openalex.org/W2909881945","https://openalex.org/W2963270073","https://openalex.org/W3022889008","https://openalex.org/W3123079565","https://openalex.org/W3125435015","https://openalex.org/W4236670843","https://openalex.org/W4297830798","https://openalex.org/W4388937176"],"related_works":["https://openalex.org/W2161444195","https://openalex.org/W2985540061","https://openalex.org/W2589019771","https://openalex.org/W2185012154","https://openalex.org/W4252521128","https://openalex.org/W2104014222","https://openalex.org/W2049858949","https://openalex.org/W4383874400","https://openalex.org/W2125001357","https://openalex.org/W2158350033"],"abstract_inverted_index":{"This":[0],"study":[1,101],"wishes":[2],"to":[3,10,14,23,50,71,76,105,109,127,136,145],"use":[4,47,106],"smart":[5],"Machine":[6],"Learning":[7],"(ML)":[8],"models":[9,108,139],"make":[11,137,146],"it":[12,147],"easier":[13],"understand":[15],"how":[16,55,112],"risky":[17],"investments":[18],"are":[19],"and":[20,35,61,97,119,150],"decide":[21],"where":[22,120],"put":[24,77],"money.":[25],"First,":[26],"we":[27,46,66,131,133],"look":[28],"at":[29],"things":[30,144],"like":[31],"age,":[32],"money":[33,78],"situation,":[34],"feelings":[36],"about":[37],"risk":[38,57,114],"from":[39,94],"a":[40,68],"big":[41],"collection":[42],"of":[43],"surveys.":[44],"Then,":[45],"special":[48],"math":[49],"group":[51],"people":[52,126],"based":[53],"on":[54,80],"much":[56,113],"they\u2019re":[58],"comfortable":[59],"with,":[60],"give":[62],"them":[63],"scores.":[64],"Next,":[65],"teach":[67],"ML":[69,91,107],"model":[70,92],"pick":[72],"the":[73,138],"best":[74],"places":[75],"depending":[79],"each":[81],"person\u2019s":[82],"comfort":[83],"with":[84,118],"risk\u2014getting":[85],"better":[86,140],"over":[87],"time":[88],"as":[89],"this":[90,100],"learns":[93],"its":[95],"successes":[96],"failures.":[98],"Therefore,":[99],"shows":[102],"it\u2019s":[103],"possible":[104],"figure":[110],"out":[111],"someone":[115],"is":[116],"okay":[117],"they":[121],"should":[122],"invest,":[123],"without":[124],"needing":[125],"do":[128],"it.":[129],"But":[130],"say":[132],"still":[134],"need":[135],"by":[141],"switching":[142],"some":[143],"more":[148],"accurate":[149],"helpful":[151],"for":[152],"everyone.":[153]},"counts_by_year":[],"updated_date":"2026-03-04T07:04:00.330322","created_date":"2025-10-10T00:00:00"}
