{"id":"https://openalex.org/W3113415163","doi":"https://doi.org/10.1109/iit50501.2020.9299043","title":"Application of Containerized Microservice Approach to Airline Sentiment Analysis","display_name":"Application of Containerized Microservice Approach to Airline Sentiment Analysis","publication_year":2020,"publication_date":"2020-11-17","ids":{"openalex":"https://openalex.org/W3113415163","doi":"https://doi.org/10.1109/iit50501.2020.9299043","mag":"3113415163"},"language":"en","primary_location":{"id":"doi:10.1109/iit50501.2020.9299043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iit50501.2020.9299043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 14th International Conference on Innovations in Information Technology (IIT)","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/A5072593082","display_name":"Sumbal Malik","orcid":"https://orcid.org/0000-0003-2759-3144"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sumbal Malik","raw_affiliation_strings":["College of IT, UAE University, Al Ain, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017149914","display_name":"Hesham El\u2010Sayed","orcid":"https://orcid.org/0000-0002-7488-0915"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hesham El-Sayed","raw_affiliation_strings":["College of IT, UAE University, Al Ain, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033886992","display_name":"Manzoor Ahmed Khan","orcid":"https://orcid.org/0000-0002-0319-8126"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Manzoor Ahmed Khan","raw_affiliation_strings":["College of IT, UAE University, Al Ain, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104355321","display_name":"Henry Alexander","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Henry Alexander","raw_affiliation_strings":["College of IT, UAE University, Al Ain, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"215","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8291159272193909},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6423656344413757},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6168819665908813},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6165724396705627},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.6110352277755737},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5887755155563354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4950825273990631},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.4916549324989319},{"id":"https://openalex.org/keywords/ticket","display_name":"Ticket","score":0.45915475487709045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4388316869735718},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.25243645906448364},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09495958685874939}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8291159272193909},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6423656344413757},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6168819665908813},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6165724396705627},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.6110352277755737},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5887755155563354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4950825273990631},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.4916549324989319},{"id":"https://openalex.org/C2776540713","wikidata":"https://www.wikidata.org/wiki/Q7800647","display_name":"Ticket","level":2,"score":0.45915475487709045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4388316869735718},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25243645906448364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09495958685874939},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/iit50501.2020.9299043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iit50501.2020.9299043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 14th International Conference on Innovations in Information Technology (IIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323593","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1965606641","https://openalex.org/W2326454698","https://openalex.org/W2401379394","https://openalex.org/W2464619766","https://openalex.org/W2578892675","https://openalex.org/W2748899858","https://openalex.org/W2754219089","https://openalex.org/W2783186826","https://openalex.org/W2792916349","https://openalex.org/W2794259165","https://openalex.org/W2896337548","https://openalex.org/W2901469510","https://openalex.org/W2907919281","https://openalex.org/W2917857283","https://openalex.org/W2918408501","https://openalex.org/W2963026732","https://openalex.org/W2988412621","https://openalex.org/W3010097572","https://openalex.org/W3096454081","https://openalex.org/W3105788483","https://openalex.org/W4244787281"],"related_works":["https://openalex.org/W132856376","https://openalex.org/W4288388931","https://openalex.org/W2892636954","https://openalex.org/W4206805925","https://openalex.org/W4375841483","https://openalex.org/W2022874741","https://openalex.org/W2364431604","https://openalex.org/W2018860124","https://openalex.org/W3112526189","https://openalex.org/W3021501837"],"abstract_inverted_index":{"Containers":[0],"are":[1],"getting":[2],"more":[3],"popularity":[4],"than":[5],"the":[6,11,17,48,78,120,132,153],"virtual":[7],"machines":[8],"by":[9,171],"offering":[10],"benefits":[12],"of":[13,24,55],"virtualization":[14],"along":[15],"with":[16],"performance":[18],"nearby":[19],"bare":[20],"metal.":[21],"Standardizing":[22],"support":[23],"Docker":[25,50],"containers":[26],"among":[27],"various":[28],"cloud":[29],"providers":[30],"has":[31],"made":[32],"them":[33,68],"a":[34,75],"trendy":[35],"solution":[36],"for":[37,131],"developers.":[38],"In":[39],"this":[40,159],"paper,":[41],"we":[42],"elaborate":[43],"on":[44],"containerized":[45,79],"microservice,":[46],"leveraging":[47],"lightweight":[49],"container":[51],"technology.":[52],"The":[53],"evolution":[54],"microservice":[56,82],"architecture":[57],"allows":[58],"applications":[59],"to":[60,70,116,167],"be":[61],"structured":[62],"into":[63,122],"independent":[64],"modular":[65],"components":[66],"making":[67],"easier":[69],"manage":[71],"and":[72,91,112,118,125,149,165],"scale.":[73],"As":[74],"special":[76],"case,":[77],"sentiment":[80],"analysis":[81],"is":[83],"deployed":[84],"using":[85],"popular":[86],"classification":[87],"approaches.":[88],"We":[89,156],"implement":[90],"compare":[92],"eight":[93],"machine":[94],"learning":[95],"algorithms:":[96],"Multinomial":[97,143],"Naive":[98,144],"Bayes,":[99,145],"Decision":[100],"Tree,":[101],"Random":[102,150],"Forest,":[103],"K-Nearest":[104],"Neighbour,":[105],"AdaBoost,":[106],"Support":[107,140],"Vector":[108,141],"Machine,":[109,142],"Multilayer":[110],"Perceptron,":[111],"Stochastic":[113,146],"Gradient":[114,147],"Descent":[115],"analyze":[117],"classify":[119],"tweets":[121],"positive,":[123],"negative,":[124],"neutral":[126],"sentiments.":[127],"Experimental":[128],"results":[129],"procured":[130],"Twitter":[133,174],"US":[134],"Airline":[135],"Sentiment":[136],"dataset":[137],"show":[138],"that":[139,158],"Descent,":[148],"Forest":[151],"outperform":[152],"other":[154],"algorithms.":[155],"believe":[157],"research":[160],"study":[161],"will":[162],"assist":[163],"companies":[164],"organizations":[166],"improve":[168],"their":[169],"services":[170],"precisely":[172],"analyzing":[173],"data.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}