{"id":"https://openalex.org/W3135785846","doi":"https://doi.org/10.1145/3437963.3441704","title":"FinSense: An Assistant System for Financial Journalists and Investors","display_name":"FinSense: An Assistant System for Financial Journalists and Investors","publication_year":2021,"publication_date":"2021-03-06","ids":{"openalex":"https://openalex.org/W3135785846","doi":"https://doi.org/10.1145/3437963.3441704","mag":"3135785846"},"language":"en","primary_location":{"id":"doi:10.1145/3437963.3441704","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3437963.3441704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","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/A5045922376","display_name":"Yi\u2010Ting Liou","orcid":"https://orcid.org/0000-0002-5692-8444"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yi-Ting Liou","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101516307","display_name":"Chung-Chi Chen","orcid":"https://orcid.org/0000-0003-3680-9277"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Chi Chen","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071657504","display_name":"Tsun-Hsien Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsun-Hsien Tang","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053932280","display_name":"Hen\u2010Hsen Huang","orcid":"https://orcid.org/0000-0001-9169-3081"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hen-Hsen Huang","raw_affiliation_strings":["National Chengchi University & MOST Joint Research Center for AI Technology and All Vista Healthcare, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Chengchi University & MOST Joint Research Center for AI Technology and All Vista Healthcare, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000334344","display_name":"Hsin\u2010Hsi Chen","orcid":"https://orcid.org/0000-0001-9757-9423"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Hsi Chen","raw_affiliation_strings":["National Taiwan University & MOST Joint Research Center for AI Technology and All Vista Healthcare, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University & MOST Joint Research Center for AI Technology and All Vista Healthcare, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045922376"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":1.7428,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84405476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"882","last_page":"885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9970999956130981,"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":0.9970999956130981,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9945999979972839,"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/T10028","display_name":"Topic Modeling","score":0.9930999875068665,"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/sort","display_name":"sort","score":0.7563434839248657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6947176456451416},{"id":"https://openalex.org/keywords/journalism","display_name":"Journalism","score":0.6496838927268982},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6031771898269653},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.553581178188324},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5243934988975525},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.4291333556175232},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.27439069747924805},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.22274240851402283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21128469705581665},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14851826429367065},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.1362084150314331}],"concepts":[{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.7563434839248657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6947176456451416},{"id":"https://openalex.org/C119513131","wikidata":"https://www.wikidata.org/wiki/Q11030","display_name":"Journalism","level":2,"score":0.6496838927268982},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6031771898269653},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.553581178188324},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5243934988975525},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.4291333556175232},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27439069747924805},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.22274240851402283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21128469705581665},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14851826429367065},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.1362084150314331},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3437963.3441704","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3437963.3441704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G5667339050","display_name":null,"funder_award_id":"MOST 109-2218-E-009-014, MOST 109-2634-F-002-040, MOST 109-2634-F-002-034","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2149684865","https://openalex.org/W2334959554","https://openalex.org/W2542080616","https://openalex.org/W2576688235","https://openalex.org/W2774559076","https://openalex.org/W2963341956","https://openalex.org/W2963626623","https://openalex.org/W2966437434","https://openalex.org/W2971196929","https://openalex.org/W3022766797","https://openalex.org/W3122944446"],"related_works":["https://openalex.org/W2361805396","https://openalex.org/W2972254340","https://openalex.org/W1805912688","https://openalex.org/W2054586965","https://openalex.org/W322936326","https://openalex.org/W1523713253","https://openalex.org/W2373973507","https://openalex.org/W189429488","https://openalex.org/W3156033721","https://openalex.org/W2265343563"],"abstract_inverted_index":{"This":[0],"paper":[1],"demonstrates":[2],"FinSense,":[3],"a":[4,19,42,68],"system":[5,78],"that":[6,48],"improves":[7],"the":[8,16,25,31,55,65,87,90],"working":[9],"efficiency":[10],"of":[11,18,71],"financial":[12,20,51,91],"information":[13,36,88],"processing.":[14],"Given":[15],"draft":[17],"news":[21,92],"story,":[22],"FinSense":[23,60],"extracts":[24],"explicit-mentioned":[26],"stocks":[27],"and":[28],"further":[29],"infers":[30],"implicit":[32,50],"stocks,":[33],"providing":[34],"insightful":[35],"for":[37,64],"decision":[38],"making.":[39],"We":[40],"propose":[41],"novel":[43],"graph":[44],"convolutional":[45],"network":[46],"model":[47],"performs":[49],"instrument":[52],"inference":[53],"toward":[54],"in-domain":[56],"data.":[57],"In":[58],"addition,":[59],"generates":[61],"candidate":[62],"headlines":[63],"draft,":[66],"reducing":[67],"significant":[69],"amount":[70],"time":[72],"in":[73,89],"journalism":[74],"production.":[75],"The":[76],"proposed":[77],"also":[79],"provides":[80],"assistance":[81],"to":[82,84],"investors":[83],"sort":[85],"out":[86],"articles.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}