{"id":"https://openalex.org/W4320153393","doi":"https://doi.org/10.1504/ijnvo.2022.10053600","title":"A new analytic framework for identifying tour routes service innovation in e-commerce platform using knowledge graph","display_name":"A new analytic framework for identifying tour routes service innovation in e-commerce platform using knowledge graph","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4320153393","doi":"https://doi.org/10.1504/ijnvo.2022.10053600"},"language":"en","primary_location":{"id":"doi:10.1504/ijnvo.2022.10053600","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1504/ijnvo.2022.10053600","pdf_url":null,"source":{"id":"https://openalex.org/S176261709","display_name":"International Journal of Networking and Virtual Organisations","issn_l":"1470-9503","issn":["1470-9503","1741-5225"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Networking and Virtual Organisations","raw_type":"journal-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/A5100321586","display_name":"Shuang Zhang","orcid":"https://orcid.org/0009-0006-2777-856X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Zhang","raw_affiliation_strings":["School of Information, Renmin University of China, Beijing 100080, China"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing 100080, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100382796","display_name":"Zhen Zhu","orcid":"https://orcid.org/0000-0002-1640-3029"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhu","raw_affiliation_strings":["Center for International Cooperation in E-Business, School of Economics and Management, China University of Geosciences, 68 Jincheng Street, Donghu High-tech Development Zoon, Wuhan, Hubei 430078, China"],"affiliations":[{"raw_affiliation_string":"Center for International Cooperation in E-Business, School of Economics and Management, China University of Geosciences, 68 Jincheng Street, Donghu High-tech Development Zoon, Wuhan, Hubei 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100321586"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34496753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"3","first_page":"181","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9491999745368958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6334875226020813},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5164446830749512},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.508583664894104},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.5042299032211304},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4623492956161499},{"id":"https://openalex.org/keywords/service-innovation","display_name":"Service innovation","score":0.4623485803604126},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4150562882423401},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30948007106781006},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2884362041950226},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2730809450149536},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.24301978945732117},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.16712012887001038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6334875226020813},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5164446830749512},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.508583664894104},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.5042299032211304},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4623492956161499},{"id":"https://openalex.org/C3307092","wikidata":"https://www.wikidata.org/wiki/Q6532095","display_name":"Service innovation","level":3,"score":0.4623485803604126},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4150562882423401},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30948007106781006},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2884362041950226},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2730809450149536},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.24301978945732117},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.16712012887001038}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijnvo.2022.10053600","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1504/ijnvo.2022.10053600","pdf_url":null,"source":{"id":"https://openalex.org/S176261709","display_name":"International Journal of Networking and Virtual Organisations","issn_l":"1470-9503","issn":["1470-9503","1741-5225"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Networking and Virtual Organisations","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2387758944","https://openalex.org/W2372658744","https://openalex.org/W2363149685","https://openalex.org/W2372827739","https://openalex.org/W2373173254","https://openalex.org/W2352866109","https://openalex.org/W2365776727","https://openalex.org/W2352937008","https://openalex.org/W2366846643","https://openalex.org/W2374959004"],"abstract_inverted_index":{"While":[0],"the":[1,4,62,82,90,107,113],"growth":[2],"of":[3,56,65,85,92,101,115],"tourism":[5],"market":[6,10],"has":[7,21,31],"created":[8],"significant":[9],"opportunities":[11],"for":[12,75,121],"tour":[13,57],"routes":[14],"developers":[15],"to":[16,27,36,52,80],"improve":[17],"service":[18,38,54,76,116],"innovation,":[19,117],"it":[20],"inevitably":[22],"induced":[23],"other":[24],"travel":[25],"agencies":[26],"imitate.":[28],"However,":[29],"there":[30],"been":[32],"little":[33],"rigorous":[34],"research":[35],"identify":[37,53],"innovation":[39],"from":[40],"a":[41,48,119],"knowledge":[42,49,66,72,97,124],"graph":[43,50,93],"perspective.":[44],"This":[45,103],"study":[46,104],"presents":[47],"framework":[51],"innovations":[55],"routes,":[58],"which":[59],"can":[60,110],"tackle":[61],"measurement":[63],"challenges":[64],"representation":[67,125],"in":[68,126],"different":[69],"dimensions.":[70,102],"A":[71],"graph-based":[73],"method":[74],"products":[77],"is":[78],"employed":[79],"obtain":[81],"dynamic":[83],"weight":[84],"dimensions,":[86],"aimed":[87],"at":[88],"calculating":[89],"importance":[91],"network":[94],"nodes":[95],"through":[96],"extraction":[98],"after":[99],"division":[100],"shows":[105],"that":[106],"proposed":[108],"approach":[109],"accurately":[111],"determine":[112],"level":[114],"providing":[118],"benchmark":[120],"exploring":[122],"refined":[123],"products'":[127],"unstructured":[128],"attributes.":[129]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
