{"id":"https://openalex.org/W1963613841","doi":"https://doi.org/10.1145/2093153.2093155","title":"Active learning with semi-automatic annotation for extractive speech summarization","display_name":"Active learning with semi-automatic annotation for extractive speech summarization","publication_year":2012,"publication_date":"2012-02-01","ids":{"openalex":"https://openalex.org/W1963613841","doi":"https://doi.org/10.1145/2093153.2093155","mag":"1963613841"},"language":"en","primary_location":{"id":"doi:10.1145/2093153.2093155","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2093153.2093155","pdf_url":null,"source":{"id":"https://openalex.org/S200945739","display_name":"ACM Transactions on Speech and Language Processing","issn_l":"1550-4875","issn":["1550-4875","1550-4883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Speech and Language Processing","raw_type":"journal-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/A5052968355","display_name":"Justin Jian Zhang","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"]},{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]},{"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":["CN","HK"],"is_corresponding":false,"raw_author_name":"Justin Jian Zhang","raw_affiliation_strings":["Dongguan University of Technology, Dongguan, China and The Hong Kong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology, Dongguan, China and The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I2799850029","https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065856469","display_name":"Pascale Fung","orcid":"https://orcid.org/0000-0002-0628-7132"},"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":"Pascale Fung","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.731,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.7160462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"4","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9973999857902527,"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/T11309","display_name":"Music and Audio Processing","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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-summarization","display_name":"Automatic summarization","score":0.9602042436599731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8769800662994385},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.6440189480781555},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6086798906326294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6020014882087708},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.550197184085846},{"id":"https://openalex.org/keywords/representativeness-heuristic","display_name":"Representativeness heuristic","score":0.5417931079864502},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5173599123954773},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4774911105632782},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.44970014691352844},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.4238033592700958},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40142884850502014}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9602042436599731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8769800662994385},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.6440189480781555},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6086798906326294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6020014882087708},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.550197184085846},{"id":"https://openalex.org/C37381756","wikidata":"https://www.wikidata.org/wiki/Q20203288","display_name":"Representativeness heuristic","level":2,"score":0.5417931079864502},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5173599123954773},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4774911105632782},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.44970014691352844},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.4238033592700958},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40142884850502014},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2093153.2093155","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2093153.2093155","pdf_url":null,"source":{"id":"https://openalex.org/S200945739","display_name":"ACM Transactions on Speech and Language Processing","issn_l":"1550-4875","issn":["1550-4875","1550-4883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Speech and Language Processing","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-52703","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-84863232635&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1793252812","display_name":null,"funder_award_id":"ITS/189/09","funder_id":"https://openalex.org/F4320321920","funder_display_name":"Innovation and Technology Commission"},{"id":"https://openalex.org/G6025279474","display_name":null,"funder_award_id":"U0935003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321920","display_name":"Innovation and Technology Commission","ror":"https://ror.org/04vf9tr09"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":102,"referenced_works":["https://openalex.org/W2439194","https://openalex.org/W34703082","https://openalex.org/W81442308","https://openalex.org/W116249572","https://openalex.org/W120286951","https://openalex.org/W128412348","https://openalex.org/W140984771","https://openalex.org/W163537071","https://openalex.org/W240701929","https://openalex.org/W1496674720","https://openalex.org/W1505175215","https://openalex.org/W1513366687","https://openalex.org/W1513874326","https://openalex.org/W1514707997","https://openalex.org/W1514940655","https://openalex.org/W1524983791","https://openalex.org/W1528361845","https://openalex.org/W1538041071","https://openalex.org/W1549656520","https://openalex.org/W1560614898","https://openalex.org/W1605901150","https://openalex.org/W1618905105","https://openalex.org/W1773652845","https://openalex.org/W1815080316","https://openalex.org/W1817561967","https://openalex.org/W1822699154","https://openalex.org/W1831406492","https://openalex.org/W1912123407","https://openalex.org/W1971307269","https://openalex.org/W1977736702","https://openalex.org/W1986304067","https://openalex.org/W1987552651","https://openalex.org/W1988732650","https://openalex.org/W1997662901","https://openalex.org/W2002664886","https://openalex.org/W2002875620","https://openalex.org/W2004737172","https://openalex.org/W2018770010","https://openalex.org/W2042432758","https://openalex.org/W2048679005","https://openalex.org/W2054804336","https://openalex.org/W2068632118","https://openalex.org/W2080021732","https://openalex.org/W2087347434","https://openalex.org/W2092488901","https://openalex.org/W2097314712","https://openalex.org/W2097321121","https://openalex.org/W2100845659","https://openalex.org/W2101210369","https://openalex.org/W2101390659","https://openalex.org/W2110921901","https://openalex.org/W2113896236","https://openalex.org/W2114188922","https://openalex.org/W2114663556","https://openalex.org/W2119821739","https://openalex.org/W2123409957","https://openalex.org/W2123946480","https://openalex.org/W2127661617","https://openalex.org/W2127772224","https://openalex.org/W2128160875","https://openalex.org/W2128678390","https://openalex.org/W2134978843","https://openalex.org/W2135892731","https://openalex.org/W2139828426","https://openalex.org/W2144452292","https://openalex.org/W2145565331","https://openalex.org/W2147574893","https://openalex.org/W2148603752","https://openalex.org/W2151023586","https://openalex.org/W2152397572","https://openalex.org/W2153222072","https://openalex.org/W2154652894","https://openalex.org/W2161391345","https://openalex.org/W2161482971","https://openalex.org/W2162758582","https://openalex.org/W2164777277","https://openalex.org/W2171671120","https://openalex.org/W2426031434","https://openalex.org/W2442495973","https://openalex.org/W2602753196","https://openalex.org/W2603415636","https://openalex.org/W2603454388","https://openalex.org/W2608040521","https://openalex.org/W2617219770","https://openalex.org/W2903158431","https://openalex.org/W2913668833","https://openalex.org/W2915722758","https://openalex.org/W2949071206","https://openalex.org/W3017143921","https://openalex.org/W3021916629","https://openalex.org/W3022479311","https://openalex.org/W3143835353","https://openalex.org/W3216401400","https://openalex.org/W4213403162","https://openalex.org/W4233124868","https://openalex.org/W4234016251","https://openalex.org/W4285719527","https://openalex.org/W6600120041","https://openalex.org/W6607459698","https://openalex.org/W6630540995","https://openalex.org/W6756615331","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W3159631231","https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2347413598","https://openalex.org/W1918542373","https://openalex.org/W71572444","https://openalex.org/W1997383766","https://openalex.org/W2154472250","https://openalex.org/W2350336482","https://openalex.org/W2229352698"],"abstract_inverted_index":{"We":[0,30,41],"propose":[1,31,43],"using":[2,55],"active":[3],"learning":[4,20],"for":[5,39,51,80],"extractive":[6],"speech":[7,53,64],"summarization":[8,70,83],"in":[9,15],"order":[10],"to":[11,27,47,93],"reduce":[12],"human":[13],"effort":[14],"generating":[16],"reference":[17,49],"summaries.":[18],"Active":[19],"chooses":[21],"a":[22,32,44,81],"selective":[23],"set":[24],"of":[25,34,76],"samples":[26],"be":[28,86],"labeled.":[29],"combination":[33],"informativeness":[35],"and":[36,65],"representativeness":[37],"criteria":[38],"selection.":[40],"further":[42],"semi-automatic":[45],"method":[46],"generate":[48],"summaries":[50],"presentation":[52,63],"by":[54,88],"Relaxed":[56],"Dynamic":[57],"Time":[58],"Warping":[59],"(RDTW)":[60],"alignment":[61],"between":[62],"its":[66],"accompanied":[67],"slides.":[68],"Our":[69],"results":[71],"show":[72],"that":[73],"the":[74],"amount":[75],"labeled":[77],"data":[78],"needed":[79],"given":[82],"accuracy":[84],"can":[85],"reduced":[87],"more":[89],"than":[90],"23%":[91],"compared":[92],"random":[94],"sampling.":[95]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}