{"id":"https://openalex.org/W1539524321","doi":"https://doi.org/10.1109/icis.2015.7166655","title":"Research on public opinion based on Big Data","display_name":"Research on public opinion based on Big Data","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1539524321","doi":"https://doi.org/10.1109/icis.2015.7166655","mag":"1539524321"},"language":"en","primary_location":{"id":"doi:10.1109/icis.2015.7166655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis.2015.7166655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5018545140","display_name":"Songtao Shang","orcid":"https://orcid.org/0000-0001-9437-2806"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songtao Shang","raw_affiliation_strings":["School of Computer Science, Communication University of China, Beijing, China","School of Computer science, Communication University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]},{"raw_affiliation_string":"School of Computer science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102187130","display_name":"Minyong Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyong Shi","raw_affiliation_strings":["School of Computer Science, Communication University of China, Beijing, China","School of Computer science, Communication University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]},{"raw_affiliation_string":"School of Computer science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014243831","display_name":"Wenqian Shang","orcid":"https://orcid.org/0009-0005-0146-1524"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqian Shang","raw_affiliation_strings":["School of Computer Science, Communication University of China, Beijing, China","School of Computer science, Communication University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]},{"raw_affiliation_string":"School of Computer science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065986047","display_name":"Zhiguo Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Hong","raw_affiliation_strings":["School of Computer Science, Communication University of China, Beijing, China","School of Computer science, Communication University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]},{"raw_affiliation_string":"School of Computer science, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9236000180244446,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9028000235557556,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8398611545562744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7703818082809448},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7424101829528809},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.7256486415863037},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6230026483535767},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.544102668762207},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4772108197212219},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4738999903202057},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46468523144721985},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.429280549287796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3912249207496643},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35925590991973877},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33867624402046204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1655842661857605},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11613267660140991}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8398611545562744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7703818082809448},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7424101829528809},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.7256486415863037},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6230026483535767},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.544102668762207},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4772108197212219},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4738999903202057},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46468523144721985},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.429280549287796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3912249207496643},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35925590991973877},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33867624402046204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1655842661857605},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11613267660140991},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/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/icis.2015.7166655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis.2015.7166655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS)","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":0.7200000286102295}],"awards":[],"funders":[{"id":"https://openalex.org/F4320329139","display_name":"Communication University of China","ror":"https://ror.org/04facbs33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1979297777","https://openalex.org/W2010645112","https://openalex.org/W2071092279","https://openalex.org/W2092285120","https://openalex.org/W2350446782","https://openalex.org/W2364443718","https://openalex.org/W2383607730","https://openalex.org/W2392230161","https://openalex.org/W3009454296","https://openalex.org/W6705405378"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W3089396779","https://openalex.org/W4206777497","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829"],"abstract_inverted_index":{"Public":[0],"opinion":[1,106,144],"is":[2,56,70,83,93,119],"the":[3,19,23,27,31,41,104],"people's":[4],"response":[5],"for":[6,49,63,95],"social":[7],"phenomena,":[8],"issues,":[9],"hot":[10],"topics,":[11],"attitudes,":[12],"emotions,":[13],"and":[14,44,51,98,129],"so":[15],"on.":[16],"It":[17],"reflects":[18],"focus":[20],"problems":[21],"of":[22,26],"current":[24],"time":[25],"society.":[28],"By":[29],"analyzing":[30,61],"public":[32,105,143],"opinion,":[33],"we":[34],"can":[35],"infer":[36],"what":[37],"will":[38],"happen":[39],"in":[40,66],"next":[42],"time,":[43],"give":[45],"better":[46],"decision":[47],"support":[48],"governments":[50],"businesses.":[52],"Big":[53,80],"Data":[54],"technology":[55],"becoming":[57],"a":[58,84],"powerful":[59],"data":[60,65,75,85,126,131],"tools":[62],"massive":[64,74],"recent":[67],"years.":[68],"Hadoop":[69],"an":[71],"open":[72],"source":[73],"processing":[76,96],"platform":[77],"based":[78,89],"on":[79,90],"Data.":[81],"Mahout":[82,137],"mining":[86,116,139],"algorithms'":[87],"set":[88],"Hadoop,":[91],"which":[92],"designed":[94],"large-scale":[97],"complex":[99,130],"data.":[100],"In":[101],"most":[102],"instances,":[103],"information":[107],"contains":[108],"many":[109,113],"text":[110,115,138],"messages.":[111],"For":[112],"traditional":[114],"algorithms,":[117],"it":[118],"almost":[120],"impossible":[121],"to":[122,141],"handle":[123],"high":[124],"dimensional":[125],"concerns":[127],"large-volume":[128],"sets.":[132],"Hence,":[133],"this":[134],"paper":[135],"uses":[136],"algorithms":[140],"process":[142],"information.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}