{"id":"https://openalex.org/W2532717157","doi":"https://doi.org/10.1145/2986012.2986021","title":"Extracting code from programming tutorial videos","display_name":"Extracting code from programming tutorial videos","publication_year":2016,"publication_date":"2016-10-20","ids":{"openalex":"https://openalex.org/W2532717157","doi":"https://doi.org/10.1145/2986012.2986021","mag":"2532717157"},"language":"en","primary_location":{"id":"doi:10.1145/2986012.2986021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2986012.2986021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software","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/A5026518157","display_name":"Shir Yadid","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shir Yadid","raw_affiliation_strings":["Technion, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061044883","display_name":"Eran Yahav","orcid":"https://orcid.org/0000-0003-4305-6314"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Eran Yahav","raw_affiliation_strings":["Technion, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion, Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5493,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.95461427,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.996999979019165,"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":0.996999979019165,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10260","display_name":"Software Engineering Research","score":0.974399983882904,"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/computer-science","display_name":"Computer science","score":0.873931884765625},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.7303099632263184},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6681532859802246},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.47953176498413086},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.46938177943229675},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.4539567828178406},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4470771849155426},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.42092129588127136},{"id":"https://openalex.org/keywords/optical-character-recognition","display_name":"Optical character recognition","score":0.41385024785995483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3919333517551422},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3894186317920685},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35330790281295776},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12317699193954468},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10737189650535583}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.873931884765625},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.7303099632263184},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6681532859802246},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.47953176498413086},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.46938177943229675},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.4539567828178406},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4470771849155426},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.42092129588127136},{"id":"https://openalex.org/C546480517","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Optical character recognition","level":3,"score":0.41385024785995483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3919333517551422},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3894186317920685},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35330790281295776},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12317699193954468},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10737189650535583},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2986012.2986021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2986012.2986021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W99399284","https://openalex.org/W569657015","https://openalex.org/W1673310716","https://openalex.org/W1891842933","https://openalex.org/W1973501456","https://openalex.org/W1994573369","https://openalex.org/W2001642682","https://openalex.org/W2038925782","https://openalex.org/W2054282713","https://openalex.org/W2099736636","https://openalex.org/W2100506586","https://openalex.org/W2101135801","https://openalex.org/W2101234009","https://openalex.org/W2114449851","https://openalex.org/W2131930823","https://openalex.org/W2142403498","https://openalex.org/W2143861926","https://openalex.org/W2152156227","https://openalex.org/W2165747537","https://openalex.org/W2246690291","https://openalex.org/W2406398805","https://openalex.org/W2562836854"],"related_works":["https://openalex.org/W2970530566","https://openalex.org/W2967478618","https://openalex.org/W2997152889","https://openalex.org/W4385572700","https://openalex.org/W3024364549","https://openalex.org/W2001919569","https://openalex.org/W3122369893","https://openalex.org/W2407476586","https://openalex.org/W2750654225","https://openalex.org/W1977905671"],"abstract_inverted_index":{"The":[0],"number":[1],"of":[2,19,36,44,57,72,137,147,195],"programming":[3,24,58],"tutorial":[4,59],"videos":[5,32,104],"on":[6,180],"the":[7,54,73,132],"web":[8],"increases":[9],"daily.":[10],"Video":[11],"hosting":[12],"sites":[13],"such":[14],"as":[15],"YouTube":[16],"host":[17],"millions":[18],"video":[20,178,196],"lectures,":[21],"with":[22,69,189],"many":[23],"tutorials":[25,64,179],"for":[26,100,119],"various":[27],"languages":[28],"and":[29,79,114,145,169],"platforms.":[30],"These":[31],"contain":[33],"a":[34,97,141,152,157,165],"wealth":[35],"valuable":[37],"information,":[38],"including":[39],"code":[40,62,74,102,111,154,174,188],"that":[41,105,139,149,185],"may":[42],"be":[43],"interest.":[45],"However,":[46],"two":[47],"main":[48],"challenges":[49],"have":[50],"so":[51],"far":[52],"prevented":[53],"effective":[55],"indexing":[56,194],"videos:":[60],"(i)":[61,109],"in":[63,76,156,164],"is":[65,85,106],"typically":[66],"written":[67],"on-the-fly,":[68],"only":[70],"parts":[71],"visible":[75],"each":[77],"frame,":[78],"(ii)":[80,115],"optical":[81],"character":[82],"recognition":[83],"(OCR)":[84],"not":[86],"precise":[87],"enough":[88],"to":[89,127,151,172],"produce":[90],"quality":[91],"results":[92],"from":[93,103,175],"videos.":[94],"We":[95,160],"present":[96],"novel":[98],"approach":[99,163],"extracting":[101],"based":[107],"on:":[108],"consolidating":[110],"across":[112],"frames,":[113],"statistical":[116],"language":[117],"models":[118],"applying":[120],"corrections":[121,129],"at":[122],"different":[123],"levels,":[124],"allowing":[125],"us":[126],"make":[128],"by":[130],"choosing":[131],"most":[133],"likely":[134,142,153],"token,":[135],"combination":[136,146],"tokens":[138],"form":[140],"line":[143],"structure,":[144],"lines":[148],"lead":[150],"fragment":[155],"particular":[158],"language.":[159],"implemented":[161],"our":[162],"tool":[166],"called":[167],"ACE,":[168],"used":[170],"it":[171],"extract":[173],"40":[176],"Android":[177],"YouTube.":[181],"Our":[182],"evaluation":[183],"shows":[184],"ACE":[186],"extracts":[187],"high":[190],"accuracy,":[191],"enabling":[192],"deep":[193],"tutorials.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}