{"id":"https://openalex.org/W4242626383","doi":"https://doi.org/10.1109/qsic.2004.1357942","title":"Towards the application of classification techniques to test and identify faults in multimedia systems","display_name":"Towards the application of classification techniques to test and identify faults in multimedia systems","publication_year":2004,"publication_date":"2004-12-23","ids":{"openalex":"https://openalex.org/W4242626383","doi":"https://doi.org/10.1109/qsic.2004.1357942"},"language":"en","primary_location":{"id":"doi:10.1109/qsic.2004.1357942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qsic.2004.1357942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth International Conference onQuality Software, 2004. QSIC 2004. Proceedings.","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/A5042923368","display_name":"Yu-Cheng Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Y. Cheng","raw_affiliation_strings":["University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027397847","display_name":"S.C. Cheung","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"S.C. Cheung","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040558354","display_name":"T.H. Tse","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"T.H. Tse","raw_affiliation_strings":["University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042923368"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64047085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"32","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9962999820709229,"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":0.8519929647445679},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6491369009017944},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6221870183944702},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5786332488059998},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5100653767585754},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48616525530815125},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.46099308133125305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36686283349990845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3590531051158905},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33652588725090027},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24094268679618835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8519929647445679},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6491369009017944},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6221870183944702},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5786332488059998},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5100653767585754},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48616525530815125},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.46099308133125305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36686283349990845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3590531051158905},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33652588725090027},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24094268679618835},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/qsic.2004.1357942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qsic.2004.1357942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth International Conference onQuality Software, 2004. QSIC 2004. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:hub.hku.hk:10722/48446","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/48446","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference_Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W114693439","https://openalex.org/W127224647","https://openalex.org/W562231173","https://openalex.org/W1559501809","https://openalex.org/W1572498458","https://openalex.org/W1741388830","https://openalex.org/W2016080687","https://openalex.org/W2043998723","https://openalex.org/W2054609588","https://openalex.org/W2118464982","https://openalex.org/W2122111042","https://openalex.org/W2128233336","https://openalex.org/W2130495779","https://openalex.org/W2131790583","https://openalex.org/W2140351252","https://openalex.org/W2151655578","https://openalex.org/W2161484642","https://openalex.org/W2169710707","https://openalex.org/W6604646702","https://openalex.org/W6685117899"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2944728705","https://openalex.org/W2904022177","https://openalex.org/W2359348847","https://openalex.org/W3011538607","https://openalex.org/W4294432981","https://openalex.org/W4321441197","https://openalex.org/W2953716828","https://openalex.org/W2469820710","https://openalex.org/W2031096545"],"abstract_inverted_index":{"The":[0,39,67,140],"advances":[1],"in":[2,35,49,85,165,171],"computer":[3],"and":[4,57,96,117],"graphic":[5],"technologies":[6],"have":[7],"led":[8],"to":[9,23,163],"the":[10,44,62,75,94,103,123,134,167],"popular":[11],"use":[12,124],"of":[13,46,64,77,98,125,143,161,169,182],"multimedia":[14,19,79,99,130],"for":[15],"information":[16],"exchange.":[17],"However,":[18],"systems":[20,31,100],"are":[21,120,177],"difficult":[22],"test.":[24],"A":[25,179],"major":[26],"reason":[27],"is":[28,41,69,147,184],"that":[29,154],"these":[30],"generally":[32],"exhibit":[33],"fuzziness":[34,40],"their":[36,50],"temporal":[37],"behaviors.":[38],"caused":[42],"by":[43,101],"existence":[45],"non-deterministic":[47],"factors":[48],"runtime":[51],"environments,":[52],"such":[53],"as":[54,81,83,105],"system":[55,86],"load":[56],"network":[58],"traffic.":[59],"It":[60],"complicates":[61],"analysis":[63],"test":[65,73],"results.":[66],"problem":[68],"aggravated":[70],"when":[71],"a":[72,106],"involves":[74],"synchronization":[76],"different":[78],"streams":[80],"well":[82],"variations":[84,176],"loading.":[87],"We":[88],"conduct":[89],"an":[90,127,159],"empirical":[91],"study":[92],"on":[93,150],"testing":[95],"fault-identification":[97],"treating":[102],"issue":[104],"classification":[107,110],"problem.":[108],"Typical":[109],"techniques,":[111],"including":[112],"Bayesian":[113],"networks,":[114,119],"k-nearest":[115],"neighbor,":[116],"neural":[118],"experimented":[121],"with":[122],"X-Smiles,":[126],"open":[128],"source":[129],"authoring":[131],"tool":[132],"supporting":[133],"Synchronized":[135],"Multimedia":[136],"Integration":[137],"Language":[138],"(SMIL).":[139],"encouraging":[141],"result":[142],"our":[144,155],"study,":[145],"which":[146],"based":[148],"only":[149],"five":[151],"attributes,":[152],"shows":[153],"proposal":[156],"can":[157],"achieve":[158],"accuracy":[160],"57.6":[162],"79.2%":[164],"identifying":[166],"types":[168],"fault":[170],"environments":[172],"where":[173],"common":[174],"cause":[175],"present.":[178],"further":[180],"improvement":[181],"7.6%":[183],"obtained":[185],"via":[186],"normalization.":[187]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-05-12T00:00:00"}