{"id":"https://openalex.org/W4391743035","doi":"https://doi.org/10.1109/icct59356.2023.10419505","title":"User Perception Analysis Based on Random Forest","display_name":"User Perception Analysis Based on Random Forest","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4391743035","doi":"https://doi.org/10.1109/icct59356.2023.10419505"},"language":"en","primary_location":{"id":"doi:10.1109/icct59356.2023.10419505","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icct59356.2023.10419505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 23rd International Conference on Communication Technology (ICCT)","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/A5076382437","display_name":"Lijuan Cao","orcid":"https://orcid.org/0000-0002-1755-1541"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijuan Cao","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085959264","display_name":"Chuntao Song","orcid":null},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuntao Song","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102150712","display_name":"Chang Cao","orcid":"https://orcid.org/0009-0008-6468-3281"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Cao","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061307388","display_name":"Lexi Xu","orcid":"https://orcid.org/0000-0003-4338-7252"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lexi Xu","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100297334","display_name":"Zhen Xing","orcid":"https://orcid.org/0009-0008-0050-6323"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Xing","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045565622","display_name":"Chen Cheng","orcid":"https://orcid.org/0000-0002-4429-2127"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Cheng","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101416735","display_name":"Zijing Yang","orcid":"https://orcid.org/0000-0001-7173-0631"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijing Yang","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421669","display_name":"Yi Li","orcid":"https://orcid.org/0000-0002-9465-0869"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Li","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046302634","display_name":"Xinzhou Cheng","orcid":"https://orcid.org/0009-0008-5005-9736"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinzhou Cheng","raw_affiliation_strings":["Research Institute,China United Network Communications Corporation,Beijing,China","China United Network Communications Corporation, Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,China United Network Communications Corporation,Beijing,China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China United Network Communications Corporation, Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5076382437"],"corresponding_institution_ids":["https://openalex.org/I6507939"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.196138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"885","last_page":"889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T14042","display_name":"Technology and Security Systems","score":0.9668999910354614,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9562000036239624,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/perception","display_name":"Perception","score":0.7958894968032837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7690457105636597},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"User satisfaction","score":0.5652371048927307},{"id":"https://openalex.org/keywords/computer-user-satisfaction","display_name":"Computer user satisfaction","score":0.5188537836074829},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5063267946243286},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47279614210128784},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46146634221076965},{"id":"https://openalex.org/keywords/user-requirements-document","display_name":"User requirements document","score":0.45699542760849},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.45442935824394226},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4129217267036438},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.41287896037101746},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.34251463413238525},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.2841719388961792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16968610882759094},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08342480659484863},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07037824392318726}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7958894968032837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7690457105636597},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.5652371048927307},{"id":"https://openalex.org/C63880386","wikidata":"https://www.wikidata.org/wiki/Q5157592","display_name":"Computer user satisfaction","level":4,"score":0.5188537836074829},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5063267946243286},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47279614210128784},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46146634221076965},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.45699542760849},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.45442935824394226},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4129217267036438},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.41287896037101746},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.34251463413238525},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.2841719388961792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16968610882759094},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08342480659484863},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07037824392318726},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct59356.2023.10419505","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icct59356.2023.10419505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 23rd International Conference on Communication Technology (ICCT)","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":6,"referenced_works":["https://openalex.org/W2477857131","https://openalex.org/W2501753187","https://openalex.org/W2780545213","https://openalex.org/W2781381976","https://openalex.org/W2899373039","https://openalex.org/W2913145278"],"related_works":["https://openalex.org/W317925544","https://openalex.org/W2914310705","https://openalex.org/W631441360","https://openalex.org/W4316810125","https://openalex.org/W1502168790","https://openalex.org/W2332737623","https://openalex.org/W3163794568","https://openalex.org/W2893969762","https://openalex.org/W4360925797","https://openalex.org/W2762069456"],"abstract_inverted_index":{"With":[0],"the":[1,14,27,32,38,64],"rapid":[2],"development":[3],"of":[4,20,66],"mobile":[5],"communication":[6],"technology,":[7],"users":[8],"have":[9],"increasingly":[10],"high":[11],"requirements":[12],"for":[13],"service":[15,114],"quality":[16,34],"and":[17,40,59,78,93,110],"user":[18,42,61,67,76,82,91,108],"perception":[19,49,54,83,92,96],"operators.":[21],"This":[22],"article":[23],"is":[24],"based":[25],"on":[26],"Random":[28],"Forest":[29],"Algorithm,":[30],"using":[31],"business":[33],"evaluation":[35,50],"model":[36],"as":[37],"basis,":[39],"utilizes":[41],"xdr":[43],"data":[44],"to":[45],"construct":[46],"a":[47,85,104],"user-level":[48],"model.":[51],"The":[52],"proposed":[53],"system":[55],"achieves":[56],"measurable,":[57],"traceable,":[58],"analyzable":[60],"perception.":[62],"Through":[63],"analysis":[65],"behavior":[68],"segmentation,":[69],"it":[70],"can":[71,100],"effectively":[72],"gain":[73],"insights":[74],"into":[75],"needs":[77],"preferences,":[79],"thus":[80],"improving":[81],"in":[84,103],"targeted":[86,105],"manner.":[87],"By":[88],"accurately":[89],"evaluating":[90],"conducting":[94],"long-term":[95],"trend":[97],"tracking,":[98],"operators":[99],"improve":[101,112],"services":[102],"manner,":[106],"enhance":[107],"satisfaction,":[109],"ultimately":[111],"overall":[113],"quality.":[115]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}