{"id":"https://openalex.org/W2229753513","doi":"https://doi.org/10.5220/0005502300050015","title":"Quality of Service for Financial Modeling and Prediction as a Service","display_name":"Quality of Service for Financial Modeling and Prediction as a Service","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2229753513","doi":"https://doi.org/10.5220/0005502300050015","mag":"2229753513"},"language":"en","primary_location":{"id":"doi:10.5220/0005502300050015","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005502300050015","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Emerging Software as a Service and Analytics","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005502300050015","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064078720","display_name":"Victor Chang","orcid":"https://orcid.org/0000-0002-8012-5852"},"institutions":[{"id":"https://openalex.org/I84027002","display_name":"Leeds Beckett University","ror":"https://ror.org/02xsh5r57","country_code":"GB","type":"education","lineage":["https://openalex.org/I84027002"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Victor Chang","raw_affiliation_strings":["Leeds Beckett University, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leeds Beckett University, United Kingdom","institution_ids":["https://openalex.org/I84027002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087505725","display_name":"Muthu Ramachandran","orcid":"https://orcid.org/0000-0002-5303-3100"},"institutions":[{"id":"https://openalex.org/I84027002","display_name":"Leeds Beckett University","ror":"https://ror.org/02xsh5r57","country_code":"GB","type":"education","lineage":["https://openalex.org/I84027002"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muthu Ramachandran","raw_affiliation_strings":["Leeds Beckett University, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leeds Beckett University, United Kingdom","institution_ids":["https://openalex.org/I84027002"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84027002"],"apc_list":null,"apc_paid":null,"fwci":0.5792,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64903744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9873999953269958,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9873999953269958,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7380055785179138},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6733680963516235},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6701375246047974},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6273873448371887},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5203337669372559},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4861721396446228},{"id":"https://openalex.org/keywords/software-as-a-service","display_name":"Software as a service","score":0.44899576902389526},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.4428527355194092},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3832359313964844},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.15426546335220337},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12694880366325378},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10647177696228027},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.07948526740074158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7380055785179138},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6733680963516235},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6701375246047974},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6273873448371887},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5203337669372559},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4861721396446228},{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.44899576902389526},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.4428527355194092},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3832359313964844},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.15426546335220337},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12694880366325378},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10647177696228027},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.07948526740074158},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5220/0005502300050015","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005502300050015","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Emerging Software as a Service and Analytics","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:375777","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:eprints.leedsbeckett.ac.uk:2055","is_oa":true,"landing_page_url":"https://eprints.leedsbeckett.ac.uk/view/creators/Chang=3AV=3A=3A.html>","pdf_url":"https://eprints.leedsbeckett.ac.uk/id/eprint/2055/1/VC_CS_MODIFIED_improved_framework_draft1b.pdf","source":{"id":"https://openalex.org/S4306400805","display_name":"Leeds Beckett Repository (Leeds Beckett University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84027002","host_organization_name":"Leeds Beckett University","host_organization_lineage":["https://openalex.org/I84027002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"},{"id":"pmh:oai:https://research.tees.ac.uk/ws/oai:openaire_cris_publications/70fbb7ba-15a2-4741-aa84-81795ef4b5d0","is_oa":false,"landing_page_url":"https://research.tees.ac.uk/en/publications/70fbb7ba-15a2-4741-aa84-81795ef4b5d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401198","display_name":"TeesRep (Teesside University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I874055015","host_organization_name":"Teesside University","host_organization_lineage":["https://openalex.org/I874055015"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.5220/0005502300050015","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005502300050015","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Emerging Software as a Service and Analytics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1573587806","https://openalex.org/W1575104486","https://openalex.org/W1781716125","https://openalex.org/W1815463019","https://openalex.org/W1967427524","https://openalex.org/W1984745795","https://openalex.org/W1986544606","https://openalex.org/W1988480528","https://openalex.org/W2024499066","https://openalex.org/W2122910865","https://openalex.org/W2134216566","https://openalex.org/W2148080284","https://openalex.org/W2158221863","https://openalex.org/W2171272079","https://openalex.org/W3021444882"],"related_works":["https://openalex.org/W1864280877","https://openalex.org/W3173750053","https://openalex.org/W4206347313","https://openalex.org/W2935682778","https://openalex.org/W2186039352","https://openalex.org/W4386159400","https://openalex.org/W2170955077","https://openalex.org/W2098734934","https://openalex.org/W2794238232","https://openalex.org/W2371222978"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"our":[3,61],"proposal":[4],"for":[5,10,35,44],"Quality":[6],"of":[7,22,104,119],"Service":[8,17],"(QoS)":[9],"Financial":[11],"Modeling":[12],"and":[13,42,50,73,81,94,123,137],"Prediction":[14],"as":[15,114],"a":[16,20],"(FMPaaS),":[18],"since":[19,132],"majority":[21],"papers":[23],"does":[24],"not":[25],"focus":[26,31],"on":[27,32,71],"SaaS":[28],"level.":[29],"We":[30],"two":[33,64],"factors":[34],"delivering":[36],"successful":[37],"QoS,":[38],"which":[39],"are":[40,134],"performance":[41,72],"accuracy":[43,131],"FMPaaS.":[45],"The":[46],"design":[47],"process,":[48],"theories":[49],"models":[51],"behind":[52],"the":[53],"FMPaaS":[54,62],"service":[55],"have":[56,66,78,108,126],"been":[57,67,79,109,127],"explained.":[58],"To":[59],"support":[60,130],"service,":[63],"APIs":[65],"developed":[68],"to":[69],"improve":[70],"accuracy.":[74],"Two":[75],"major":[76],"experiments":[77],"illustrated":[80],"results":[82,133],"show":[83],"that":[84],"each":[85],"API":[86],"processing":[87],"can":[88,97],"be":[89,98],"completed":[90,99],"in":[91,100],"2.12":[92],"seconds":[93],"100,000":[95],"simulations":[96],"an":[101,115],"acceptable":[102],"period":[103],"time.":[105],"Accuracy":[106],"tests":[107],"performed":[110],"while":[111],"using":[112],"Facebook":[113],"example.":[116],"Three":[117],"points":[118],"comparisons":[120],"between":[121,135],"actual":[122],"predicted":[124],"prices":[125],"undertaken.":[128],"Results":[129],"93.72%":[136],"99.63%.":[138]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}