{"id":"https://openalex.org/W2033499024","doi":"https://doi.org/10.1109/cbmi.2014.6849826","title":"Task-based assessment of performance and cost-effectiveness of automatic metadata extraction","display_name":"Task-based assessment of performance and cost-effectiveness of automatic metadata extraction","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2033499024","doi":"https://doi.org/10.1109/cbmi.2014.6849826","mag":"2033499024"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi.2014.6849826","doi":"https://doi.org/10.1109/cbmi.2014.6849826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2014.6849826","pdf_url":null,"source":{"id":"https://openalex.org/S7407085938","display_name":"International Workshop on Content-Based Multimedia Indexing (CBMI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5072233507","display_name":"Werner Bailer A","orcid":"https://orcid.org/0000-0003-2442-4900","observed_orcids":["https://orcid.org/0000-0003-2442-4900"]},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Werner Bailer","raw_affiliation_strings":["JOANNEUM RESEARCH-DIGITAL Graz, Austria","JOANNEUM Res. - DIGITAL, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH-DIGITAL Graz, Austria","institution_ids":["https://openalex.org/I13402291"]},{"raw_affiliation_string":"JOANNEUM Res. - DIGITAL, Graz, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034471582","display_name":"Alberto Messina","orcid":"https://orcid.org/0000-0002-8262-2449","observed_orcids":["https://orcid.org/0000-0002-8262-2449"]},"institutions":[{"id":"https://openalex.org/I2802607104","display_name":"Radiotelevisione Italiana (Italy)","ror":"https://ror.org/05rfemm41","country_code":"IT","type":"company","lineage":["https://openalex.org/I2802607104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Messina","raw_affiliation_strings":["RAI-Centre for Research and Technological Innovation, Turin, Italy","RAI - Centre for Res. & Technol. Innovation, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RAI-Centre for Research and Technological Innovation, Turin, Italy","institution_ids":["https://openalex.org/I2802607104"]},{"raw_affiliation_string":"RAI - Centre for Res. & Technol. Innovation, Turin, Italy","institution_ids":["https://openalex.org/I2802607104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001968296","display_name":"Fulvio Negro","orcid":"https://orcid.org/0000-0002-1889-5485","observed_orcids":["https://orcid.org/0000-0002-1889-5485"]},"institutions":[{"id":"https://openalex.org/I2802607104","display_name":"Radiotelevisione Italiana (Italy)","ror":"https://ror.org/05rfemm41","country_code":"IT","type":"company","lineage":["https://openalex.org/I2802607104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fulvio Negro","raw_affiliation_strings":["RAI-Centre for Research and Technological Innovation, Turin, Italy","RAI - Centre for Res. & Technol. Innovation, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RAI-Centre for Research and Technological Innovation, Turin, Italy","institution_ids":["https://openalex.org/I2802607104"]},{"raw_affiliation_string":"RAI - Centre for Res. & Technol. Innovation, Turin, Italy","institution_ids":["https://openalex.org/I2802607104"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.7064999938011169,"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"}},"topics":[{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.7064999938011169,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.03880000114440918,"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/T14330","display_name":"Library Science and Information Systems","score":0.01759999990463257,"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/automatic-metadata-extraction","display_name":"automatic metadata extraction","score":0.9929999709129333},{"id":"https://openalex.org/keywords/task-based-assessment","display_name":"task-based assessment","score":0.7070000171661377},{"id":"https://openalex.org/keywords/cost-effectiveness","display_name":"cost-effectiveness","score":0.9399999976158142},{"id":"https://openalex.org/keywords/bayesian-networks","display_name":"Bayesian networks","score":0.7070000171661377},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"performance prediction","score":0.8870000243186951},{"id":"https://openalex.org/keywords/task-modeling","display_name":"task modeling","score":0.8029999732971191},{"id":"https://openalex.org/keywords/cost-simulation","display_name":"cost simulation","score":0.9670000076293945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8756613731384277},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7679406404495239},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7660287618637085},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.654068112373352},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6304131746292114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.440935879945755},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4349030554294586},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4338170289993286},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4270060658454895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36141496896743774},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18092435598373413},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09719043970108032},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cbmi.2014.6849826","doi":"https://doi.org/10.1109/cbmi.2014.6849826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2014.6849826","pdf_url":null,"source":{"id":"https://openalex.org/S7407085938","display_name":"International Workshop on Content-Based Multimedia Indexing (CBMI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1661701725","https://openalex.org/W1974875685","https://openalex.org/W2035066153","https://openalex.org/W2053567278","https://openalex.org/W2109041568","https://openalex.org/W2979006918","https://openalex.org/W4236741961","https://openalex.org/W4256363397"],"related_works":["https://openalex.org/W1483433549","https://openalex.org/W560162282","https://openalex.org/W2131220359","https://openalex.org/W4232776754","https://openalex.org/W7045573919","https://openalex.org/W2046619597","https://openalex.org/W2583059167","https://openalex.org/W1478191287","https://openalex.org/W2588211952","https://openalex.org/W2471729790"],"abstract_inverted_index":{"Automatic":[0],"metadata":[1],"extraction":[2,58],"tools":[3,59,74,91,105,180],"can":[4,75,142],"improve":[5],"the":[6,18,36,43,52,79,101,122,125,140,159,168,191,204],"effectiveness":[7],"of":[8,25,38,45,55,69,81,100,103,124,155,161,170,173,190,203],"media":[9,61,84],"production":[10,62,85],"processes.":[11],"However,":[12],"it":[13],"is":[14,158],"difficult":[15],"to":[16,50],"assess":[17,51],"applicability,":[19],"expected":[20],"performance":[21,102,146,183,198],"and":[22,113],"thus":[23],"cost-effectiveness":[24],"a":[26,30,39,82,110,118,186,196],"specific":[27,31],"tool":[28,131],"in":[29,42,48,78,92],"task":[32,162],"context.":[33],"We":[34,97,136],"propose":[35],"introduction":[37],"task-based":[40],"approach":[41],"domain":[44],"multimedia":[46,72],"analysis,":[47],"order":[49],"practical":[53],"value":[54],"automatic":[56,177,205],"information":[57],"for":[60,121,145,164,200],"tasks.":[63],"Using":[64],"formalized":[65],"machine":[66],"readable":[67],"models":[68,163],"these":[70,90],"tasks,":[71],"analysis":[73,104,126,179],"be":[76,143],"assessed":[77],"context":[80],"real":[83],"workflow":[86],"rather":[87],"than":[88,132],"evaluating":[89],"an":[93],"isolated":[94],"lab":[95],"setting.":[96],"model":[98],"dependencies":[99],"on":[106,149],"their":[107],"input":[108],"using":[109],"Bayesian":[111],"network,":[112],"show":[114,138],"that":[115,139],"we":[116],"obtain":[117],"better":[119],"measure":[120],"quality":[123],"results":[127,174],"from":[128],"this":[129,156],"particular":[130],"with":[133,185],"generic":[134],"metrics.":[135],"also":[137],"method":[141],"used":[144],"prediction":[147],"based":[148],"content":[150,178],"properties.":[151],"The":[152],"second":[153],"contribution":[154],"paper":[157],"application":[160,202],"cost":[165],"simulation,":[166],"comparing":[167],"effort":[169],"manual":[171,188],"correction":[172],"generated":[175],"by":[176],"at":[181],"different":[182],"levels":[184],"fully":[187],"completion":[189],"task.":[192],"This":[193],"enables":[194],"determining":[195],"minimum":[197],"level":[199],"cost-effective":[201],"tools.":[206]},"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
