{"id":"https://openalex.org/W2887650046","doi":"https://doi.org/10.1007/978-3-319-99247-1_31","title":"Research on Hot Micro-blog Forecast Based on XGBOOST and Random Forest","display_name":"Research on Hot Micro-blog Forecast Based on XGBOOST and Random Forest","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2887650046","doi":"https://doi.org/10.1007/978-3-319-99247-1_31","mag":"2887650046"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-99247-1_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99247-1_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5102003658","display_name":"Jianrong Wang","orcid":"https://orcid.org/0000-0002-8980-1634"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jianrong Wang","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091755280","display_name":"Chao Lou","orcid":"https://orcid.org/0000-0001-8105-6935"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chao Lou","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110584498","display_name":"Ruiguo Yu","orcid":"https://orcid.org/0000-0003-4039-2355"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruiguo Yu","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026214848","display_name":"Jie Gao","orcid":"https://orcid.org/0000-0002-3610-8748"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Gao","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051440813","display_name":"Tianyi Xu","orcid":"https://orcid.org/0000-0002-9108-913X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianyi Xu","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027142928","display_name":"Mei Yu","orcid":"https://orcid.org/0000-0002-5169-4829"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mei Yu","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109403057","display_name":"Di Haibo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haibo Di","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin University, Tianjin, China","Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking (TANK Lab), Tianjin, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102003658"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3594,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84801958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"350","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9799000024795532,"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/random-forest","display_name":"Random forest","score":0.8137478828430176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7326069474220276},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6541621685028076},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5676225423812866},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4823110103607178},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4712686240673065},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.45588669180870056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4518737494945526},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.429817795753479},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4262339174747467},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3949040174484253},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3534560799598694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13644492626190186}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.8137478828430176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7326069474220276},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6541621685028076},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5676225423812866},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4823110103607178},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4712686240673065},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.45588669180870056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4518737494945526},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.429817795753479},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4262339174747467},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3949040174484253},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3534560799598694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13644492626190186},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-99247-1_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99247-1_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1965044063","https://openalex.org/W2005330159","https://openalex.org/W2049807928","https://openalex.org/W2066217369","https://openalex.org/W2073618294","https://openalex.org/W2097498222","https://openalex.org/W2100062362","https://openalex.org/W2103408067","https://openalex.org/W2107069983","https://openalex.org/W2108088120","https://openalex.org/W2140574407","https://openalex.org/W2162343230","https://openalex.org/W2295598076","https://openalex.org/W2334517586","https://openalex.org/W2364987504","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W2073883415","https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2145188897","https://openalex.org/W2389704471","https://openalex.org/W4401361218","https://openalex.org/W1509860440","https://openalex.org/W2034680797"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}