{"id":"https://openalex.org/W3007409256","doi":"https://doi.org/10.1109/bigdata47090.2019.9005961","title":"Anuj@IEEE BigData 2019: A Novel Code-Switching Behavior Analysis in Social Media Discussions Natural Language Processing","display_name":"Anuj@IEEE BigData 2019: A Novel Code-Switching Behavior Analysis in Social Media Discussions Natural Language Processing","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007409256","doi":"https://doi.org/10.1109/bigdata47090.2019.9005961","mag":"3007409256"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9005961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 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/A5071103078","display_name":"Anuj Saini","orcid":"https://orcid.org/0000-0002-1932-8108"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anuj Saini","raw_affiliation_strings":["Publicis Sapient, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Publicis Sapient, Los Angeles, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5071103078"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60277876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5957","last_page":"5961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9916999936103821,"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/computer-science","display_name":"Computer science","score":0.8334875106811523},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5914870500564575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5449411869049072},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5348336696624756},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4969504177570343},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.4489428997039795},{"id":"https://openalex.org/keywords/language-identification","display_name":"Language identification","score":0.4109649658203125},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38546478748321533},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.35599416494369507},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12168920040130615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334875106811523},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5914870500564575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5449411869049072},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5348336696624756},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4969504177570343},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4489428997039795},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.4109649658203125},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38546478748321533},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.35599416494369507},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12168920040130615},{"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/bigdata47090.2019.9005961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2015186536","https://openalex.org/W2037615273","https://openalex.org/W2171468534"],"related_works":["https://openalex.org/W226586525","https://openalex.org/W2362145681","https://openalex.org/W2913520953","https://openalex.org/W1538826769","https://openalex.org/W2383292628","https://openalex.org/W4310801723","https://openalex.org/W1543103045","https://openalex.org/W2067569787","https://openalex.org/W2059087976","https://openalex.org/W2079798264"],"abstract_inverted_index":{"With":[0],"internet":[1],"and":[2,9,76,209,228],"social":[3,19,262],"media":[4,20],"breaking":[5],"the":[6,13,40,46,52,70,145,152,156,173,181,191,197,246],"ice,":[7],"more":[8,10,72,80],"people":[11,28],"across":[12,39],"globe":[14],"have":[15],"started":[16],"to":[17,36,49,74,143,162,189,221,244,256],"use":[18,53],"platforms":[21],"like":[22],"Facebook,":[23],"Twitter,":[24],"Instagram":[25],"etc.":[26],"Most":[27],"follow":[29],"Multilingualism":[30],"as":[31,108,133],"a":[32,116,134,167,186,226,249],"mode":[33],"of":[34,54,65,93,124,136,147,158,166,193,225,248],"communication":[35],"convey":[37],"information":[38],"globe.":[41],"They":[42],"share":[43],"topics":[44],"over":[45,261],"common":[47],"forum":[48,154],"converse,":[50],"with":[51,155],"multiple":[55,95,103,159],"languages":[56,96],"being":[57],"spoken":[58],"either":[59],"by":[60,169],"individual":[61],"speaker":[62],"or":[63,178],"group":[64],"speakers.":[66],"This":[67,183],"essentially":[68],"makes":[69,78],"context":[71],"complex":[73],"understand":[75],"it":[77],"even":[79],"harder":[81],"for":[82,232,240],"processing":[83],"various":[84,210],"Natural":[85,200],"Language":[86,201],"Processing":[87,202],"(NLP)":[88,203],"tasks.":[89],"Such":[90],"user":[91],"behavior":[92],"mixing":[94],"in":[97,127,151,180,196,254],"one":[98],"single":[99],"discussion":[100,153],"topic,":[101],"having":[102],"community":[104],"inclusion":[105],"is":[106,131,142,175,219,236],"referred":[107],"code-switching.":[109],"At":[110],"IEEE":[111],"2019":[112],"Big":[113,137],"data":[114],"conference,":[115],"Shared":[117],"Task":[118],"(Understanding":[119],"Multilingual":[120],"Communities":[121],"through":[122],"Analysis":[123],"code-switching":[125],"Behaviors":[126],"Social":[128],"Media":[129],"Discussions)":[130],"conducted":[132],"track":[135],"Data":[138],"Cup.":[139],"Firstly,":[140],"Tasks":[141],"detect":[144,163,190],"language":[146,192,247],"each":[148,194],"post":[149,168,198,227,250],"given":[150],"help":[157],"languages.":[160],"Secondly,":[161],"relevance":[164,224],"score":[165],"determining":[170],"how":[171,216],"much":[172],"content":[174],"closely":[176],"connected":[177],"appropriate":[179],"discussion.":[182],"paper":[184],"proposes":[185],"novel":[187],"approach":[188],"word":[195],"using":[199],"techniques":[204],"involving":[205],"linguistics,":[206],"Python":[207],"package(langdetect)":[208],"other":[211,229],"approaches.":[212],"It":[213],"also":[214],"explains":[215],"Machine":[217],"Learning":[218],"applied":[220],"figure":[222],"out":[223],"metrics":[230],"required":[231],"prediction.":[233],"Code-Mixing":[234],"detection":[235],"an":[237],"important":[238],"step":[239],"any":[241,258],"NLP":[242,259],"application":[243],"determine":[245],"at":[251],"first":[252],"place":[253],"order":[255],"perform":[257],"task":[260],"media.":[263]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}