{"id":"https://openalex.org/W2395212135","doi":"https://doi.org/10.3233/978-1-61499-177-9-314","title":"Knowledge Mining of Web Service Usage","display_name":"Knowledge Mining of Web Service Usage","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2395212135","doi":"https://doi.org/10.3233/978-1-61499-177-9-314","mag":"2395212135"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-177-9-314","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-177-9-314","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","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/A5116395691","display_name":"Soininen Jari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soininen Jari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5086734576","display_name":"Hannu Jaakkola","orcid":"https://orcid.org/0000-0003-0188-7507"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jaakkola Hannu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2350849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.940500020980835,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.940500020980835,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9190000295639038,"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/mathematics","display_name":"Mathematics","score":0.600745677947998},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5254240036010742},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.5042062997817993},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45351073145866394},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.27396994829177856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25606369972229004},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10913091897964478}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.600745677947998},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5254240036010742},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.5042062997817993},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45351073145866394},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27396994829177856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25606369972229004},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10913091897964478}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-177-9-314","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-177-9-314","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2962838298"],"abstract_inverted_index":{"Website":[0],"usage":[1,51,83,117],"continues":[2],"to":[3,28,88,96,99,115,179,200],"increase,":[4],"while":[5,40],"the":[6,31,36,48,57,80,85,101,109,146,182,186],"number":[7],"of":[8,50,52,62,69,76,79,84,91,118,124,164],"servers":[9],"increases,":[10],"their":[11],"total":[12],"energy":[13,37,183],"consumption":[14,38],"is":[15,20,54,59],"growing.":[16],"Meanwhile,":[17],"server":[18],"utilization":[19,32],"consistently":[21],"very":[22],"low.":[23],"Servers":[24],"can":[25,160,172],"be":[26,89,97,173],"combined":[27],"effectively":[29],"increase":[30,162],"rate":[33],"and":[34,56,72,95,132,178],"hence":[35],"even":[39],"reducing":[41],"maintenance":[42],"costs.":[43],"This":[44],"requires,":[45],"however,":[46],"that":[47,138,193],"knowledge":[49,163],"services":[53,63],"updated":[55],"information":[58],"sufficient.":[60],"Usage":[61],"will":[64,190],"change":[65],"as":[66,73],"a":[67,74,136,168],"consequence":[68],"users'":[70],"habits":[71],"result":[75,102],"internal":[77],"changes":[78],"service.":[81,120],"Therefore,":[82],"service":[86,156,194],"has":[87,126],"capable":[90],"being":[92],"continuously":[93],"analyzed":[94],"able":[98],"express":[100],"in":[103,135,145,175,198],"an":[104,150],"easily":[105],"understandable":[106],"manner.":[107],"In":[108],"literature,":[110],"there":[111],"are":[112],"several":[113],"ways":[114],"analyze":[116],"web":[119,155],"So":[121],"far,":[122],"none":[123],"these":[125],"been":[127],"found":[128],"suitable":[129],"for":[130,142,153],"continuous":[131],"automated":[133,151],"analysis,":[134],"way":[137],"could":[139],"produce":[140],"results":[141],"programmatic":[143],"use":[144],"future.":[147],"We":[148],"present":[149],"method":[152],"modeling":[154],"usage.":[157,166],"The":[158],"model":[159],"help":[161],"website":[165],"As":[167],"result,":[169],"valid":[170],"actions":[171],"taken":[174],"capacity":[176],"planning":[177],"consequently":[180],"reduce":[181],"consumption.":[184],"At":[185],"same":[187],"time,":[188],"it":[189],"also":[191],"ensure":[192],"quality":[195],"remains":[196],"satisfactory":[197],"relation":[199],"real":[201],"demand.":[202]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}