{"id":"https://openalex.org/W4308086003","doi":"https://doi.org/10.23919/apnoms56106.2022.9919930","title":"An NLP-Based Model for the Dispatching Problem of Network Operation","display_name":"An NLP-Based Model for the Dispatching Problem of Network Operation","publication_year":2022,"publication_date":"2022-09-28","ids":{"openalex":"https://openalex.org/W4308086003","doi":"https://doi.org/10.23919/apnoms56106.2022.9919930"},"language":"en","primary_location":{"id":"doi:10.23919/apnoms56106.2022.9919930","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apnoms56106.2022.9919930","pdf_url":null,"source":{"id":"https://openalex.org/S4363607423","display_name":"2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)","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/A5023531675","display_name":"Yunjie Li","orcid":"https://orcid.org/0000-0003-3721-0178"},"institutions":[{"id":"https://openalex.org/I92172085","display_name":"Chunghwa Telecom (Taiwan)","ror":"https://ror.org/04f786589","country_code":"TW","type":"company","lineage":["https://openalex.org/I92172085"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yun-Jie Li","raw_affiliation_strings":["Chunghwa Telecom,Network Management Technical Laboratory, Telecommunication Laboratories,Taoyuan,R.O.C. (Taiwan)","Network Management Technical Laboratory, Telecommunication Laboratories, Chunghwa Telecom, Taoyuan, R.O.C. (Taiwan)"],"affiliations":[{"raw_affiliation_string":"Chunghwa Telecom,Network Management Technical Laboratory, Telecommunication Laboratories,Taoyuan,R.O.C. (Taiwan)","institution_ids":["https://openalex.org/I92172085"]},{"raw_affiliation_string":"Network Management Technical Laboratory, Telecommunication Laboratories, Chunghwa Telecom, Taoyuan, R.O.C. (Taiwan)","institution_ids":["https://openalex.org/I92172085"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064836219","display_name":"Jhao-Yin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I92172085","display_name":"Chunghwa Telecom (Taiwan)","ror":"https://ror.org/04f786589","country_code":"TW","type":"company","lineage":["https://openalex.org/I92172085"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jhao-Yin Li","raw_affiliation_strings":["Chunghwa Telecom,Network Management Technical Laboratory, Telecommunication Laboratories,Taoyuan,R.O.C. (Taiwan)","Network Management Technical Laboratory, Telecommunication Laboratories, Chunghwa Telecom, Taoyuan, R.O.C. (Taiwan)"],"affiliations":[{"raw_affiliation_string":"Chunghwa Telecom,Network Management Technical Laboratory, Telecommunication Laboratories,Taoyuan,R.O.C. (Taiwan)","institution_ids":["https://openalex.org/I92172085"]},{"raw_affiliation_string":"Network Management Technical Laboratory, Telecommunication Laboratories, Chunghwa Telecom, Taoyuan, R.O.C. (Taiwan)","institution_ids":["https://openalex.org/I92172085"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023531675"],"corresponding_institution_ids":["https://openalex.org/I92172085"],"apc_list":null,"apc_paid":null,"fwci":0.1455,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41009281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8737000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8737000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14276","display_name":"Power Systems and Technologies","score":0.7876999974250793,"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/computer-science","display_name":"Computer science","score":0.7645206451416016},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.6836420893669128},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5561354756355286},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4477691948413849},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.44459137320518494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3993169963359833},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3398911952972412},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2905210852622986},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14177560806274414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7645206451416016},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.6836420893669128},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5561354756355286},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4477691948413849},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.44459137320518494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3993169963359833},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3398911952972412},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2905210852622986},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14177560806274414},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/apnoms56106.2022.9919930","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apnoms56106.2022.9919930","pdf_url":null,"source":{"id":"https://openalex.org/S4363607423","display_name":"2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2168627904","https://openalex.org/W2515552481","https://openalex.org/W1570348318","https://openalex.org/W2015444353","https://openalex.org/W3013494979","https://openalex.org/W156769215","https://openalex.org/W4308101915","https://openalex.org/W3194047734","https://openalex.org/W2251005117","https://openalex.org/W2396112788"],"abstract_inverted_index":{"It":[0],"is":[1,99,149,172,210],"difficult":[2],"for":[3],"Telecom":[4,70,137,220],"to":[5,11,72,78,81,91,101,127,136,138,140,154,169,190,206,218,221],"decide":[6,73],"whether":[7,74],"dispatch":[8],"the":[9,13,17,25,28,37,57,66,76,84,87,117,129,133,142,156,180,183,199,203,215,223],"engineer":[10,77,88],"fix":[12],"network":[14,18,31,38,67,226],"problem":[15,94,163],"when":[16],"management":[19],"system":[20],"can":[21,63,175,185],"not":[22,34,64,191],"figure":[23],"out":[24,80,90,97],"detail":[26],"of":[27,212,225],"problem.":[29,85,178],"Some":[30],"problems":[32,42],"may":[33,43],"derive":[35],"from":[36,144],"devices":[39],"because":[40],"those":[41],"trigger":[44],"by":[45,165],"other":[46],"factors":[47],"(e.g.,":[48],"an":[49],"external":[50],"power":[51],"source":[52],"failure,":[53],"weather":[54],"issue).":[55],"However,":[56],"user":[58],"would":[59,104,115,125,152],"report":[60,135],"that":[61,111,132,150,171,208],"they":[62],"use":[65,128],"service":[68],"and":[69,108],"have":[71],"ask":[75],"go":[79],"deal":[82],"with":[83],"If":[86],"goes":[89],"handle":[92],"this":[93,112,122,177,195],"but":[95],"figures":[96],"there":[98],"nothing":[100],"do,":[102],"it":[103,109,174,209],"waste":[105],"their":[106,145],"time":[107],"means":[110],"wrong":[113],"decision":[114],"increase":[116],"Operating":[118],"Expenses":[119],"(OPEX).":[120],"In":[121],"study,":[123],"we":[124,151,197],"like":[126,153],"text":[130,216],"data":[131,157,205,217],"users":[134],"try":[139],"describe":[141],"failure":[143],"perspective.":[146],"The":[147],"purpose":[148],"take":[155],"as":[158],"a":[159],"Natural":[160],"Language":[161],"Processing":[162],"(NLP)":[164],"using":[166,213],"BERT":[167],"model":[168,184],"check":[170],"how":[173],"improve":[176],"Though":[179],"result":[181],"showing":[182],"get":[186],"better":[187],"performance":[188],"seems":[189],"significant":[192],"improvement":[193],"on":[194,202],"problem,":[196],"conduct":[198],"preliminary":[200],"experiment":[201],"real-world":[204],"show":[207],"feasible":[211],"only":[214],"help":[219],"reduce":[222],"cost":[224],"operation.":[227]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}