{"id":"https://openalex.org/W4412404804","doi":"https://doi.org/10.1109/cniot65435.2025.11070825","title":"Multi-Dimensional Analysis of CST Industry Development via Text Mining","display_name":"Multi-Dimensional Analysis of CST Industry Development via Text Mining","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4412404804","doi":"https://doi.org/10.1109/cniot65435.2025.11070825"},"language":"en","primary_location":{"id":"doi:10.1109/cniot65435.2025.11070825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cniot65435.2025.11070825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Computing, Networks and Internet of Things (CNIOT)","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/A5103078626","display_name":"Jie Dong","orcid":"https://orcid.org/0009-0001-2954-957X"},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Dong","raw_affiliation_strings":["Shenyang Jianzhu University,School of Electrical Control Engineering,Shenyang,China"],"affiliations":[{"raw_affiliation_string":"Shenyang Jianzhu University,School of Electrical Control Engineering,Shenyang,China","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101412438","display_name":"Y. Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunshu Gao","raw_affiliation_strings":["Shenyang Jianzhu University,School of Computer Science and Engineering,Shenyang,China"],"affiliations":[{"raw_affiliation_string":"Shenyang Jianzhu University,School of Computer Science and Engineering,Shenyang,China","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101485314","display_name":"Xiyang Liu","orcid":"https://orcid.org/0000-0003-1120-6584"},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiyang Liu","raw_affiliation_strings":["Shenyang Jianzhu University,School of Computer Science and Engineering,Shenyang,China"],"affiliations":[{"raw_affiliation_string":"Shenyang Jianzhu University,School of Computer Science and Engineering,Shenyang,China","institution_ids":["https://openalex.org/I83714178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103078626"],"corresponding_institution_ids":["https://openalex.org/I83714178"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28699755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.6001999974250793,"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/T14484","display_name":"Technology and Data Analysis","score":0.6001999974250793,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mining-industry","display_name":"Mining industry","score":0.595580518245697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5755770802497864},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.4126112759113312},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34649986028671265},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32514482736587524},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.2278820276260376},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19399744272232056},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09435945749282837}],"concepts":[{"id":"https://openalex.org/C2984157484","wikidata":"https://www.wikidata.org/wiki/Q44497","display_name":"Mining industry","level":2,"score":0.595580518245697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5755770802497864},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.4126112759113312},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34649986028671265},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32514482736587524},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.2278820276260376},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19399744272232056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09435945749282837},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cniot65435.2025.11070825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cniot65435.2025.11070825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Computing, Networks and Internet of Things (CNIOT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W3111119334","https://openalex.org/W4410767328"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,53,59,70,128,132,137,141,152],"accelerating":[2],"shift":[3],"of":[4,40,55,131,140,143,158],"tourists'":[5],"demand":[6],"from":[7],"traditional":[8],"sightseeing":[9],"to":[10,77,102,109,117],"in-depth":[11],"experience,":[12],"although":[13],"Shenyang":[14],"is":[15,25,48],"rich":[16],"in":[17,52,58],"culture,":[18],"sports":[19],"and":[20,37,46,74,114,151,155],"tourism":[21],"(CST)":[22],"resources,":[23],"it":[24],"faced":[26],"with":[27],"structural":[28],"contradictions":[29],"such":[30],"as":[31],"unitary":[32],"resource":[33],"development,":[34],"insufficient":[35],"innovation":[36],"transformation,":[38],"deepening":[39],"integration,":[41],"imperfect":[42],"brand":[43],"system,":[44],"etc.,":[45],"there":[47],"still":[49],"a":[50,65,84],"gap":[51],"construction":[54],"indicator":[56,86],"system":[57,87],"existing":[60],"research.":[61],"This":[62],"study":[63],"employs":[64],"cross-modal":[66,134],"algorithmic":[67],"framework":[68],"integrating":[69],"Hidden":[71],"Markov":[72],"Model":[73],"TF-IDF":[75],"algorithm":[76,135],"mine":[78],"online":[79],"textual":[80],"data,":[81],"thereby":[82],"constructing":[83],"multidimensional":[85],"for":[88],"Shenyang\u2019s":[89,144],"CST":[90,145],"industry":[91,146],"development.":[92],"Additionally,":[93],"questionnaire":[94],"data":[95],"are":[96],"analyzed":[97],"through":[98,127],"Pearson":[99],"correlation":[100],"analysis":[101,108,116,139],"identify":[103],"variable":[104],"interdependencies,":[105],"CRITIC":[106],"weight":[107],"objectively":[110],"prioritize":[111],"key":[112],"factors,":[113],"configuration":[115],"unravel":[118],"synergistic":[119],"mechanisms":[120],"among":[121],"determinants.":[122],"The":[123],"results":[124],"show":[125],"that":[126],"innovative":[129],"application":[130],"above":[133],"fusion,":[136],"quantitative":[138],"development":[142],"can":[147,161],"be":[148,162],"effectively":[149],"cracked,":[150],"multi-dimensional":[153],"identification":[154],"accurate":[156],"capture":[157],"user":[159],"needs":[160],"realized.":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}