{"id":"https://openalex.org/W2112358949","doi":"https://doi.org/10.1109/fskd.2007.207","title":"Boosting the Performance of Web Spam Detection with Ensemble Under-Sampling Classification","display_name":"Boosting the Performance of Web Spam Detection with Ensemble Under-Sampling Classification","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2112358949","doi":"https://doi.org/10.1109/fskd.2007.207","mag":"2112358949"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2007.207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2007.207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5035643851","display_name":"Guanggang Geng","orcid":"https://orcid.org/0000-0002-9039-6883"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang-Gang Geng","raw_affiliation_strings":["The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","[Chinese Acad. of Sci, Beijing]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"[Chinese Acad. of Sci, Beijing]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041494720","display_name":"Chunheng Wang","orcid":"https://orcid.org/0000-0002-9589-8284"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun-Heng Wang","raw_affiliation_strings":["The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","[Chinese Acad. of Sci, Beijing]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"[Chinese Acad. of Sci, Beijing]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060633971","display_name":"Qiu-Dan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiu-Dan Li","raw_affiliation_strings":["The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","[Chinese Acad. of Sci, Beijing]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"[Chinese Acad. of Sci, Beijing]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061654403","display_name":"Lei Xu","orcid":"https://orcid.org/0000-0002-4095-6539"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Xu","raw_affiliation_strings":["The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","[Chinese Acad. of Sci, Beijing]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"[Chinese Acad. of Sci, Beijing]","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011077051","display_name":"Xiaobo Jin","orcid":"https://orcid.org/0000-0003-1671-1379"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Bo Jin","raw_affiliation_strings":["The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","[Chinese Acad. of Sci, Beijing]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Complex System and Intelligence Science Institute of Automation, Chinese Academy and Sciences, Haidian, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"[Chinese Acad. of Sci, Beijing]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":3.054,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.92515997,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"583","last_page":"587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9990000128746033,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9965000152587891,"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/boosting","display_name":"Boosting (machine learning)","score":0.8632232546806335},{"id":"https://openalex.org/keywords/spamdexing","display_name":"Spamdexing","score":0.834816038608551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7998623251914978},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7279824018478394},{"id":"https://openalex.org/keywords/spambot","display_name":"Spambot","score":0.6164520382881165},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5942813158035278},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5364603996276855},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4491252899169922},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.44177860021591187},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4326665699481964},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.41637134552001953},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41453588008880615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39730727672576904},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.36327359080314636},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2891801595687866},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2718850374221802},{"id":"https://openalex.org/keywords/spamming","display_name":"Spamming","score":0.2696058750152588},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.26022714376449585},{"id":"https://openalex.org/keywords/web-search-engine","display_name":"Web search engine","score":0.19626086950302124},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.12063413858413696}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8632232546806335},{"id":"https://openalex.org/C13565553","wikidata":"https://www.wikidata.org/wiki/Q804206","display_name":"Spamdexing","level":5,"score":0.834816038608551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998623251914978},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7279824018478394},{"id":"https://openalex.org/C127735637","wikidata":"https://www.wikidata.org/wiki/Q2306702","display_name":"Spambot","level":4,"score":0.6164520382881165},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5942813158035278},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5364603996276855},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4491252899169922},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.44177860021591187},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4326665699481964},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.41637134552001953},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41453588008880615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39730727672576904},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.36327359080314636},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2891801595687866},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2718850374221802},{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.2696058750152588},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.26022714376449585},{"id":"https://openalex.org/C521815418","wikidata":"https://www.wikidata.org/wiki/Q4182287","display_name":"Web search engine","level":4,"score":0.19626086950302124},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.12063413858413696},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2007.207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2007.207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W38924359","https://openalex.org/W202878612","https://openalex.org/W1529464143","https://openalex.org/W1530713534","https://openalex.org/W1845137714","https://openalex.org/W1854214752","https://openalex.org/W1965895350","https://openalex.org/W1988790447","https://openalex.org/W1994727615","https://openalex.org/W2056614917","https://openalex.org/W2066055909","https://openalex.org/W2104167780","https://openalex.org/W2108671511","https://openalex.org/W2125055259","https://openalex.org/W2130196635","https://openalex.org/W2130854091","https://openalex.org/W2169270715","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W6601535493","https://openalex.org/W6631624008","https://openalex.org/W6639055396","https://openalex.org/W7048191986"],"related_works":["https://openalex.org/W2905156999","https://openalex.org/W4229460275","https://openalex.org/W2098732437","https://openalex.org/W4296079469","https://openalex.org/W1987518466","https://openalex.org/W3135046080","https://openalex.org/W3023033471","https://openalex.org/W2091208042","https://openalex.org/W4776438","https://openalex.org/W2073725703"],"abstract_inverted_index":{"Anti-spam":[0],"has":[1],"become":[2],"one":[3],"of":[4,61,75],"the":[5,9,17,28,43,54,58,72,97,102],"top":[6],"challenges":[7],"for":[8],"Web":[10,18],"search.":[11],"In":[12],"this":[13],"paper,":[14],"we":[15],"explore":[16],"spam":[19,40,104],"detection":[20,105],"as":[21],"a":[22],"binary":[23],"classification":[24,48],"problem.":[25],"Based":[26],"on":[27,42,71,91],"fact":[29],"that":[30,96],"reputable":[31,62],"pages":[32],"are":[33,85],"more":[34],"easy":[35],"to":[36,64],"be":[37],"obtained":[38],"than":[39],"ones":[41],"Web,":[44],"an":[45],"ensemble":[46,98],"under-sampling":[47],"strategy":[49,68,99],"is":[50,69],"adopted,":[51],"which":[52,79],"exploits":[53],"information":[55],"involved":[56],"in":[57,78],"large":[59],"number":[60],"Websites":[63],"full":[65],"advantage.":[66],"The":[67,89],"based":[70],"predicted":[73],"spamicity":[74],"every":[76],"sub-classifiers,":[77],"both":[80],"content-based":[81],"and":[82],"link-based":[83],"features":[84],"taken":[86],"into":[87],"account.":[88],"experiments":[90],"standard":[92],"WEBSPAM-UK2006":[93],"benchmark":[94],"showed":[95],"can":[100],"improve":[101],"web":[103],"performance":[106],"effectively.":[107]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":12}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
