乐胖代购免代理版

{"id":"https://openalex.org/W4205654117","doi":"https://doi.org/10.1109/smc52423.2021.9658820","title":"Evaluating the Effect of Weather on Tourist Revisit Intention using Natural Language Processing and Classification Techniques","display_name":"Evaluating the Effect of Weather on Tourist Revisit Intention using Natural Language Processing and Classification Techniques","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W4205654117","doi":"https://doi.org/10.1109/smc52423.2021.9658820"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9658820","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ktisis.cut.ac.cy/bitstream/20.500.14279/23697/1/2021-SMC-WeatherTouristRevisit.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086782275","display_name":"Evripides Christodoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I163151358","display_name":"Cyprus University of Technology","ror":"https://ror.org/05qt8tf94","country_code":"CY","type":"education","lineage":["https://openalex.org/I163151358"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Evripides Christodoulou","raw_affiliation_strings":["Cyprus University of Technology, Limassol, Cyprus"],"affiliations":[{"raw_affiliation_string":"Cyprus University of Technology, Limassol, Cyprus","institution_ids":["https://openalex.org/I163151358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020514740","display_name":"Andreas Gregoriades","orcid":"https://orcid.org/0000-0002-7422-1514"},"institutions":[{"id":"https://openalex.org/I163151358","display_name":"Cyprus University of Technology","ror":"https://ror.org/05qt8tf94","country_code":"CY","type":"education","lineage":["https://openalex.org/I163151358"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Andreas Gregoriades","raw_affiliation_strings":["Cyprus University of Technology, Limassol, Cyprus"],"affiliations":[{"raw_affiliation_string":"Cyprus University of Technology, Limassol, Cyprus","institution_ids":["https://openalex.org/I163151358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052295467","display_name":"Mar\u00eda Pampaka","orcid":"https://orcid.org/0000-0001-5481-1560"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria Pampaka","raw_affiliation_strings":["The University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010833372","display_name":"Herodotos Herodotou","orcid":"https://orcid.org/0000-0002-8717-1691"},"institutions":[{"id":"https://openalex.org/I163151358","display_name":"Cyprus University of Technology","ror":"https://ror.org/05qt8tf94","country_code":"CY","type":"education","lineage":["https://openalex.org/I163151358"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Herodotos Herodotou","raw_affiliation_strings":["Cyprus University of Technology, Limassol, Cyprus"],"affiliations":[{"raw_affiliation_string":"Cyprus University of Technology, Limassol, Cyprus","institution_ids":["https://openalex.org/I163151358"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.579,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.723177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":79,"max":81},"biblio":{"volume":null,"issue":null,"first_page":"2479","last_page":"2484"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.987,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13562","display_name":"Cruise Tourism Development and Management","score":0.9822,"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/gradient-boosting","display_name":"Gradient boosting","score":0.43601012},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment Analysis","score":0.4160511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564058},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.60008585},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.5938147},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.5154808},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48932475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46043485},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.43601012},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4160511},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.41399416},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.28616476},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.250294},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9658820","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14279/23697","pdf_url":"https://ktisis.cut.ac.cy/bitstream/20.500.14279/23697/1/2021-SMC-WeatherTouristRevisit.pdf","source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":["Cyprus University of Technology"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14279/23697","pdf_url":"https://ktisis.cut.ac.cy/bitstream/20.500.14279/23697/1/2021-SMC-WeatherTouristRevisit.pdf","source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":["Cyprus University of Technology"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.67,"display_name":"Climate action"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":18,"referenced_works":["https://openalex.org/W1977681949","https://openalex.org/W1986297682","https://openalex.org/W1993576948","https://openalex.org/W2008602868","https://openalex.org/W2055597767","https://openalex.org/W2056613900","https://openalex.org/W2094863145","https://openalex.org/W2132947039","https://openalex.org/W2147857295","https://openalex.org/W2251404238","https://openalex.org/W2295598076","https://openalex.org/W2556307490","https://openalex.org/W2556565420","https://openalex.org/W2584415847","https://openalex.org/W2963642516","https://openalex.org/W2996705655","https://openalex.org/W3089762765","https://openalex.org/W4239025696"],"related_works":["https://openalex.org/W9328536","https://openalex.org/W819794","https://openalex.org/W7875108","https://openalex.org/W6518904","https://openalex.org/W5179166","https://openalex.org/W2845113","https://openalex.org/W14719935","https://openalex.org/W13972091","https://openalex.org/W10714513","https://openalex.org/W10234003"],"abstract_inverted_index":{"Tourists'":[0],"revisit":[1,46,86,206,258],"has":[2],"significant":[3],"monetary":[4],"benefits":[5],"to":[6,45,78,161,175,204,272,278],"destinations":[7,64],"because":[8],"the":[9,39,48,55,66,80,107,140,156,159,162,167,181,201,213,216,220,239,245],"cost":[10],"of":[11,58,82,148,151,158,169,238,255],"retaining":[12],"existing":[13],"visitors":[14],"is":[15,23,47,133,198,210,230],"less":[16],"than":[17],"attracting":[18],"new":[19],"visitors.":[20],"Re-visit":[21],"intention":[22,44,87],"often":[24],"based":[25,124,138],"on":[26,85,102,125,139],"tourists":[27,113],"experience":[28],"and":[29,43,75,92,146,153,172,248,253],"satisfaction":[30,42],"at":[31,51,155],"a":[32,52,224,274],"destination.":[33],"An":[34,192],"important":[35],"aspect":[36],"that":[37,60,114,244],"influences":[38],"relationship":[40],"between":[41,110,251],"weather":[49,83,94,136,249],"conditions":[50],"destination":[53,252,280],"given":[54],"increased":[56],"frequency":[57],"heatwaves":[59,178],"strike":[61],"summer":[62,67,108],"holiday":[63],"over":[65],"months.":[68],"This":[69],"work":[70],"applies":[71],"natural":[72],"language":[73],"processing":[74],"classification":[76],"techniques":[77,98],"evaluate":[79],"impact":[81],"information":[84,137],"utilizing":[88,200],"reviews":[89,104,131],"from":[90,112],"TripAdvisor":[91],"online":[93,103],"data.":[95],"Information":[96],"retrieval":[97],"(Doc2Vec)":[99],"are":[100,118,263],"applied":[101],"collected":[105],"during":[106,282],"months":[109],"2010-2019":[111],"visited":[115],"Cyprus.":[116],"Reviews":[117],"labeled":[119],"as":[120,144,188],"\"revisits\"":[121],"or":[122],"\"neutral\"":[123],"their":[126,283],"textual":[127],"content.":[128],"The":[129,208],"labelled":[130],"dataset":[132,183,203],"enhanced":[134],"with":[135,177,268],"reviews'":[141],"timestamp,":[142],"such":[143],"temperature":[145],"humidity":[147],"tourists'":[149],"country":[150,254],"origin":[152,256],"Cyprus":[154],"time":[157],"visit":[160],"hotel/destination.":[163],"To":[164,218],"account":[165],"for":[166,265],"influence":[168,257],"hotel":[170,185],"infrastructure":[171],"available":[173],"services":[174],"deal":[176],"(i.e.,":[179],"climate-controlled),":[180],"training":[182],"included":[184],"star":[186],"rating":[187],"an":[189,269],"additional":[190],"parameter.":[191],"ensemble":[193],"gradient":[194],"boosting":[195],"tree":[196],"classifier":[197,209],"trained":[199],"compiled":[202],"predict":[205],"intention.":[207,259],"evaluated":[211],"against":[212],"area":[214],"under":[215],"curve.":[217],"interpret":[219],"classifier's":[221],"inherent":[222],"patterns,":[223],"popular":[225],"machine":[226],"learning":[227],"interpretation":[228],"technique":[229],"used,":[231],"namely":[232],"Shapley":[233],"Additive":[234],"Explanation":[235],"(SHAP).":[236],"Visualizations":[237],"model":[240],"using":[241],"SHAP":[242],"indicate":[243],"heat":[246],"index":[247],"difference":[250],"Such":[260],"preliminary":[261],"insights":[262],"encouraging":[264],"further":[266],"investigations":[267],"end":[270],"goal":[271],"develop":[273],"decision":[275],"support":[276],"system":[277],"assist":[279],"managers":[281],"target":[284],"marketing":[285],"campaigns.":[286]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4205654117","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2024-12-07T14:56:49.347958","created_date":"2022-01-25"}