{"id":"https://openalex.org/W4401017151","doi":"https://doi.org/10.1109/urc62276.2024.10604603","title":"Exploring Sentiment Analysis in Era of Remote Work: A Data Mining Approach","display_name":"Exploring Sentiment Analysis in Era of Remote Work: A Data Mining Approach","publication_year":2024,"publication_date":"2024-04-24","ids":{"openalex":"https://openalex.org/W4401017151","doi":"https://doi.org/10.1109/urc62276.2024.10604603"},"language":"en","primary_location":{"id":"doi:10.1109/urc62276.2024.10604603","doi":"https://doi.org/10.1109/urc62276.2024.10604603","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/urc62276.2024.10604603","pdf_url":null,"source":{"id":"https://openalex.org/S7407107573","display_name":"Annual Undergraduate Research Conference on Applied Computing (URC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th Annual Undergraduate Research Conference on Applied Computing (URC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5017554386","display_name":"Walaa Saber Ismail","orcid":"https://orcid.org/0000-0002-4074-0156","observed_orcids":["https://orcid.org/0000-0002-4074-0156"]},"institutions":[{"id":"https://openalex.org/I4388891800","display_name":"Liwa University","ror":"https://ror.org/00r6fph53","country_code":"AE","type":"education","lineage":["https://openalex.org/I4388891800"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Walaa Saber Ismail","raw_affiliation_strings":["Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4388891800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105100274","display_name":"Abrar Ahmad Akil","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4388891800","display_name":"Liwa University","ror":"https://ror.org/00r6fph53","country_code":"AE","type":"education","lineage":["https://openalex.org/I4388891800"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abrar Ahmad Akil","raw_affiliation_strings":["Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4388891800"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fatema Fadi Mahmoud","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4388891800","display_name":"Liwa University","ror":"https://ror.org/00r6fph53","country_code":"AE","type":"education","lineage":["https://openalex.org/I4388891800"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fatema Fadi Mahmoud","raw_affiliation_strings":["Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4388891800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105100275","display_name":"Sarah Karama Ba Momen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4388891800","display_name":"Liwa University","ror":"https://ror.org/00r6fph53","country_code":"AE","type":"education","lineage":["https://openalex.org/I4388891800"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sarah Karama Ba Momen","raw_affiliation_strings":["Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4388891800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105100276","display_name":"Shahd MHD Al Beetar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4388891800","display_name":"Liwa University","ror":"https://ror.org/00r6fph53","country_code":"AE","type":"education","lineage":["https://openalex.org/I4388891800"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Shahd MHD Al Beetar","raw_affiliation_strings":["Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liwa College,Business &#x0026; Info Technology dept.,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4388891800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4388891800"],"apc_list":null,"apc_paid":null,"fwci":0.1579,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38049117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.9900000095367432},{"id":"https://openalex.org/keywords/remote-work","display_name":"remote work","score":0.8339999914169312},{"id":"https://openalex.org/keywords/working-from-home","display_name":"working from home","score":0.9980000257492065},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.8220000267028809},{"id":"https://openalex.org/keywords/twitter-sentiment","display_name":"Twitter sentiment","score":0.6460000276565552},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.8220000267028809},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.7279999852180481},{"id":"https://openalex.org/keywords/user-opinions","display_name":"user opinions","score":0.3959999978542328}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7776896953582764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6504106521606445},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5650095343589783},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5304768681526184},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39454102516174316},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3276340663433075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22373464703559875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11959391832351685},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/urc62276.2024.10604603","doi":"https://doi.org/10.1109/urc62276.2024.10604603","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/urc62276.2024.10604603","pdf_url":null,"source":{"id":"https://openalex.org/S7407107573","display_name":"Annual Undergraduate Research Conference on Applied Computing (URC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th Annual Undergraduate Research Conference on Applied Computing (URC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3127960608","https://openalex.org/W3146240904","https://openalex.org/W3189712965","https://openalex.org/W4205930438","https://openalex.org/W4241699496","https://openalex.org/W4301184273","https://openalex.org/W4312768090","https://openalex.org/W4385820047","https://openalex.org/W4392831059"],"related_works":["https://openalex.org/W4396220535","https://openalex.org/W4200177307","https://openalex.org/W3022725981","https://openalex.org/W4226461951","https://openalex.org/W4225670800","https://openalex.org/W3089030745","https://openalex.org/W7062250761","https://openalex.org/W7042780479","https://openalex.org/W7113454162","https://openalex.org/W4286326909"],"abstract_inverted_index":{"In":[0,174],"line":[1],"with":[2],"the":[3,9,17,20,44,92,105,122,134,160,164],"rise":[4],"of":[5,22,72,94,126,139,145,156],"global":[6],"events":[7],"like":[8],"COVID-19":[10],"pandemic":[11],"and":[12,30,60,65,87,124,141,151,171,186],"advances":[13],"in":[14,16,83,167],"technology":[15,106],"recent":[18],"years,":[19],"concept":[21],"WFH":[23,34],"(working":[24],"from":[25,43,76],"home)":[26],"has":[27],"become":[28],"popular":[29],"important":[31],"increasingly.":[32],"Moreover,":[33],"allows":[35],"people":[36],"to":[37,68,81,190],"do":[38,112],"their":[39],"work":[40,62,88],"duties":[41],"away":[42],"established":[45],"office":[46],"environments":[47],"by":[48],"remote":[49],"work.":[50],"This":[51],"action":[52],"provides":[53],"advantages":[54,123],"including":[55],"shorter":[56],"commutes,":[57],"greater":[58],"flexibility,":[59],"better":[61],"life":[63,89],"balance":[64],"give":[66],"access":[67],"a":[69],"larger":[70],"pool":[71],"talent.":[73],"However,":[74],"working":[75],"home":[77],"can":[78],"also":[79,118],"lead":[80],"difficulties":[82],"maintaining":[84],"communication,":[85],"productivity,":[86],"balance.":[90],"Examining":[91],"sentiment":[93,137,162,166],"these":[95],"users":[96],"is":[97,107],"crucial.":[98],"It":[99,117],"helps":[100,119],"us":[101,120],"figure":[102],"out":[103],"where":[104],"headed":[108],"whether":[109],"it":[110],"will":[111],"well":[113],"or":[114],"encounter":[115],"difficulties.":[116],"see":[121],"disadvantages":[125],"using":[127],"this":[128],"technology.":[129],"Using":[130],"RapidMiner's":[131],"Vader":[132],"model,":[133],"study":[135],"analyzed":[136],"analysis":[138,178],"tweets":[140,146],"found":[142],"that":[143,159],"69.12%":[144],"expressed":[147],"positive,":[148],"21.01%":[149],"negative,":[150],"9.86%":[152],"neutral":[153],"sentiment.":[154],"Comparison":[155],"classifiers":[157,188],"showed":[158,179],"manual":[161,176],"exceeds":[163],"automatic":[165,191],"both":[168,183],"Naive":[169,184],"Bayes":[170,185],"K-NN":[172,187],"model.":[173],"particular,":[175],"opinion":[177,192],"higher":[180],"accuracy":[181],"for":[182],"compared":[189],"analysis.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2024-07-27T00:00:00"}
