{"id":"https://openalex.org/W2914897234","doi":"https://doi.org/10.1109/bigdata.2018.8622414","title":"SMAS: An Investor-Oriented Social Media Analysis System for Movies","display_name":"SMAS: An Investor-Oriented Social Media Analysis System for Movies","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914897234","doi":"https://doi.org/10.1109/bigdata.2018.8622414","mag":"2914897234"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","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/A5067065264","display_name":"Zheng Liu","orcid":"https://orcid.org/0000-0001-5391-1105"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Liu","raw_affiliation_strings":["Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016558517","display_name":"Kejia Chen","orcid":"https://orcid.org/0000-0001-7700-290X"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejia Chen","raw_affiliation_strings":["Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058218521","display_name":"Yanwen Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanwen Qu","raw_affiliation_strings":["School of Computer Information and Engineering, Jiangxi Normal University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Information and Engineering, Jiangxi Normal University, Nanchang, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040392907","display_name":"Shuting Guo","orcid":"https://orcid.org/0009-0002-7711-3110"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuting Guo","raw_affiliation_strings":["Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111826999","display_name":"Chi-Yu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chiyu Liu","raw_affiliation_strings":["Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of BDSIP, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050473800","display_name":"Chengbin Jia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chengbin Jia","raw_affiliation_strings":["Tiger Movie (Xiamen) Technology Co., Ltd., Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tiger Movie (Xiamen) Technology Co., Ltd., Xiamen, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19968072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3691","last_page":"3694"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10758","display_name":"Cinema and Media Studies","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10758","display_name":"Cinema and Media Studies","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/box-office","display_name":"Box office","score":0.9506988525390625},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.7386083602905273},{"id":"https://openalex.org/keywords/appeal","display_name":"Appeal","score":0.5702245235443115},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5325222015380859},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5142076015472412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48835131525993347},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.42244160175323486},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4201350808143616},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3266923427581787},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3155563473701477},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15999439358711243},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.15494069457054138},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.142698734998703},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09931322932243347},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.07732692360877991}],"concepts":[{"id":"https://openalex.org/C2992750335","wikidata":"https://www.wikidata.org/wiki/Q877435","display_name":"Box office","level":2,"score":0.9506988525390625},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.7386083602905273},{"id":"https://openalex.org/C2778449503","wikidata":"https://www.wikidata.org/wiki/Q329777","display_name":"Appeal","level":2,"score":0.5702245235443115},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5325222015380859},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5142076015472412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48835131525993347},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.42244160175323486},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4201350808143616},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3266923427581787},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3155563473701477},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15999439358711243},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.15494069457054138},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.142698734998703},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09931322932243347},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.07732692360877991},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1990697425","https://openalex.org/W1995405153","https://openalex.org/W2015186536","https://openalex.org/W2058830454","https://openalex.org/W2092152913","https://openalex.org/W2102349818","https://openalex.org/W2159346038","https://openalex.org/W2251637041","https://openalex.org/W2509192301","https://openalex.org/W2511598956","https://openalex.org/W2556605533","https://openalex.org/W3125653597"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2270327411","https://openalex.org/W1528479792","https://openalex.org/W581435334","https://openalex.org/W2372523617","https://openalex.org/W2161479870","https://openalex.org/W2537778971","https://openalex.org/W2381437869","https://openalex.org/W3144558929","https://openalex.org/W112952551"],"abstract_inverted_index":{"Movie":[0],"investors":[1,15],"seek":[2],"for":[3,14,23,71],"high":[4],"box-office":[5,34,87,91],"revenue.":[6],"Usually,":[7],"it":[8],"is":[9],"not":[10],"an":[11,57],"easy":[12],"task":[13],"to":[16,26],"estimate":[17],"the":[18,27,33,76,82],"return":[19],"on":[20,64],"their":[21,86],"invests":[22],"movies,":[24],"due":[25],"complicated":[28],"factors":[29],"that":[30],"could":[31],"impact":[32],"revenue,":[35],"such":[36],"as":[37],"movie":[38,44,65,79],"stars'":[39],"appeal,":[40],"potential":[41],"audience":[42],"reactions,":[43],"genre,":[45],"and":[46,54,89],"so":[47],"on.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52],"design":[53],"implement":[55],"SMAS,":[56],"investor-oriented":[58],"Social":[59],"Media":[60],"Analysis":[61],"System":[62],"focusing":[63],"invests,":[66],"which":[67],"provides":[68],"various":[69],"modules":[70],"capturing":[72],"public":[73],"opinions,":[74],"assessing":[75],"value":[77],"of":[78,85],"stars,":[80],"analyzing":[81],"temporal":[83],"changes":[84],"impact,":[88],"predicting":[90],"revenues.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
