{"id":"https://openalex.org/W4408632627","doi":"https://doi.org/10.3233/faia241596","title":"Prediction of the Internet Delay Using Machine Learning Techniques","display_name":"Prediction of the Internet Delay Using Machine Learning Techniques","publication_year":2025,"publication_date":"2025-03-17","ids":{"openalex":"https://openalex.org/W4408632627","doi":"https://doi.org/10.3233/faia241596"},"language":"en","primary_location":{"id":"doi:10.3233/faia241596","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241596","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241596","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241596","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070220336","display_name":"Watcharaphong Yookwan","orcid":"https://orcid.org/0000-0001-6802-8235"},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Watcharaphong Yookwan","raw_affiliation_strings":["Faculty of Informatics, Burapha University"],"raw_orcid":"https://orcid.org/0000-0001-6802-8235","affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Burapha University","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076059927","display_name":"Krisana Chinnasarn","orcid":"https://orcid.org/0000-0002-9696-3586"},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Krisana Chinnasarn","raw_affiliation_strings":["Faculty of Informatics, Burapha University"],"raw_orcid":"https://orcid.org/0000-0002-9696-3586","affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Burapha University","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083707183","display_name":"Waranrach Viriyavit","orcid":"https://orcid.org/0000-0002-5192-8998"},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Waranrach Viriyavit","raw_affiliation_strings":["Faculty of Informatics, Burapha University"],"raw_orcid":"https://orcid.org/0000-0002-5192-8998","affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Burapha University","institution_ids":["https://openalex.org/I129488602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070220336"],"corresponding_institution_ids":["https://openalex.org/I129488602"],"apc_list":null,"apc_paid":null,"fwci":4.8987,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91017894,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9243000149726868,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9243000149726868,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9200000166893005,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/computer-science","display_name":"Computer science","score":0.5950566530227661},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5556631684303284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5023109912872314},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41273748874664307},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1655680537223816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5950566530227661},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5556631684303284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5023109912872314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41273748874664307},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1655680537223816}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia241596","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241596","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241596","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia241596","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241596","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241596","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408632627.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,69],"widespread":[1],"adoption":[2],"of":[3,21,84,97,116],"the":[4,14,112],"internet":[5,47,66],"has":[6],"transformed":[7],"communication,":[8],"work,":[9],"and":[10,32,57,62,65,75,114,122,133,156],"information":[11],"access,":[12],"emphasizing":[13],"need":[15],"for":[16,28,78,99,107,130],"high-speed":[17],"connectivity.":[18],"Accurate":[19],"prediction":[20],"network":[22,34,120,149],"latency,":[23],"particularly":[24],"Ping,":[25],"is":[26,71],"essential":[27],"enhancing":[29],"user":[30],"experiences":[31],"optimizing":[33,131],"efficiency.":[35],"This":[36],"study":[37],"focuses":[38],"on":[39],"predicting":[40],"Ping":[41,100],"latency":[42],"using":[43],"data":[44],"from":[45,147],"ADSL":[46,85],"speed":[48,86],"tests,":[49],"incorporating":[50],"variables":[51],"such":[52],"as":[53],"geographical":[54],"coordinates":[55],"(longitude":[56],"latitude),":[58],"subscribed":[59],"package":[60],"download":[61],"upload":[63],"speeds,":[64],"provider":[67],"band.":[68],"dataset":[70],"split":[72],"into":[73],"training":[74],"testing":[76],"sets":[77],"model":[79],"evaluation.":[80],"Through":[81],"our":[82,125],"analysis":[83],"test":[87],"data,":[88],"we":[89],"achieve":[90],"a":[91,128],"Mean":[92],"Absolute":[93],"Percentage":[94],"Error":[95],"(MAPE)":[96],"11.98%":[98],"prediction.":[101],"These":[102],"results":[103,126],"provide":[104,127],"valuable":[105],"insights":[106],"stakeholders":[108],"aiming":[109],"to":[110,137,145,152],"enhance":[111],"reliability":[113],"efficiency":[115],"broadband":[117],"services.":[118],"For":[119],"operators":[121],"service":[123,140],"providers,":[124],"roadmap":[129],"infrastructure":[132],"refining":[134],"management":[135],"approaches":[136],"deliver":[138],"superior":[139],"quality.":[141],"Likewise,":[142],"end-users":[143],"stand":[144],"benefit":[146],"improved":[148],"performance,":[150],"leading":[151],"smoother":[153],"online":[154],"interactions":[155],"heightened":[157],"satisfaction.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}