{"id":"https://openalex.org/W3190054393","doi":"https://doi.org/10.1109/iccta45985.2018.9499131","title":"Caching Techniques for Flight Delays Prediction in Big Data Using SparkR","display_name":"Caching Techniques for Flight Delays Prediction in Big Data Using SparkR","publication_year":2018,"publication_date":"2018-10-30","ids":{"openalex":"https://openalex.org/W3190054393","doi":"https://doi.org/10.1109/iccta45985.2018.9499131","mag":"3190054393"},"language":"en","primary_location":{"id":"doi:10.1109/iccta45985.2018.9499131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta45985.2018.9499131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 28th International Conference on Computer Theory and Applications (ICCTA)","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/A5102877100","display_name":"Ahmed Elsayed","orcid":"https://orcid.org/0000-0003-0521-5433"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Elsayed","raw_affiliation_strings":["College of Computing and Information Technology, AAST, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing and Information Technology, AAST, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112445002","display_name":"Mohamed Shaheen","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Shaheen","raw_affiliation_strings":["College of Computing and Information Technology, AAST, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing and Information Technology, AAST, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112673376","display_name":"Osama Badawy","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Osama Badawy","raw_affiliation_strings":["College of Computing and Information Technology, AAST, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing and Information Technology, AAST, Egypt","institution_ids":["https://openalex.org/I59272784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59272784"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"48","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/spark","display_name":"SPARK (programming language)","score":0.8281991481781006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7718018293380737},{"id":"https://openalex.org/keywords/ticket","display_name":"Ticket","score":0.6917133331298828},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5705795288085938},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.533977746963501},{"id":"https://openalex.org/keywords/arrival-time","display_name":"Arrival time","score":0.5286795496940613},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4803810715675354},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.47034505009651184},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2710033357143402},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2645800709724426},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.09595590829849243},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09069401025772095}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8281991481781006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7718018293380737},{"id":"https://openalex.org/C2776540713","wikidata":"https://www.wikidata.org/wiki/Q7800647","display_name":"Ticket","level":2,"score":0.6917133331298828},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5705795288085938},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.533977746963501},{"id":"https://openalex.org/C3017552255","wikidata":"https://www.wikidata.org/wiki/Q4135208","display_name":"Arrival time","level":2,"score":0.5286795496940613},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4803810715675354},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47034505009651184},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2710033357143402},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2645800709724426},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.09595590829849243},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09069401025772095},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccta45985.2018.9499131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta45985.2018.9499131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 28th International Conference on Computer Theory and Applications (ICCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2106883422","https://openalex.org/W2443893970","https://openalex.org/W2589805776","https://openalex.org/W2745215007","https://openalex.org/W2767853527","https://openalex.org/W2785118502","https://openalex.org/W3123633402","https://openalex.org/W6748063657"],"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/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991"],"abstract_inverted_index":{"Over":[0],"the":[1,28,41,53,56,80,85,90,110,147,175],"past":[2,31],"years,":[3],"Flight":[4,45],"delays":[5,108],"had":[6],"negative":[7],"effects":[8],"on":[9,27,94,106,168],"passengers,":[10],"airlines,":[11],"and":[12,43,55,63,78,161,171],"airports.":[13],"Now":[14],"it":[15,133,173,178],"is":[16,49,123,134,179],"possible":[17],"to":[18,51,117],"predict":[19],"that":[20,163],"a":[21,36,70,115,119,130,137],"flight":[22],"will":[23],"be":[24],"delayed":[25],"based":[26],"statistics":[29],"of":[30,40,58,89,143,149],"flights.":[32],"In":[33],"this":[34,155],"work,":[35],"new":[37],"Dynamic":[38],"Prediction":[39],"Departure":[42],"Arrival":[44],"Delays":[46],"(DPDAD)":[47],"model":[48],"created":[50],"get":[52],"prediction":[54],"probability":[57],"delay":[59,97,101],"status":[60],"in":[61,151],"origin":[62],"destination":[64],"airports":[65],"using":[66],"certain":[67],"airline":[68,76],"through":[69,136],"website":[71],"even":[72],"before":[73],"booking":[74],"an":[75,126],"ticket":[77],"suggesting":[79],"top":[81],"ten":[82],"carriers":[83],"for":[84],"same":[86,111],"flight.":[87],"Most":[88,142],"previous":[91],"studies":[92],"focused":[93,105],"flights":[95],"departure":[96],"only":[98],"or":[99],"arrival":[100],"only.":[102],"This":[103],"work":[104,156],"both":[107],"at":[109],"time":[112],"which":[113],"helps":[114],"user":[116],"take":[118],"better":[120],"decision.":[121],"Spark":[122,153],"used":[124],"as":[125],"ecosystem":[127],"cluster":[128],"over":[129],"Hadoop":[131],"cluster;":[132],"handled":[135],"SparkR":[138],"library":[139],"from":[140],"R.":[141],"related":[144],"works":[145],"examined":[146,157],"importance":[148],"caching":[150,165],"Apache":[152],"but":[154],"Caching":[158],"storage":[159,166],"Techniques":[160],"detected":[162],"best":[164],"depends":[167],"ML":[169],"technique":[170],"how":[172],"accesses":[174],"data":[176],"when":[177],"overloaded.":[180]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
