{"id":"https://openalex.org/W3007396041","doi":"https://doi.org/10.1109/bigdata47090.2019.9005480","title":"An Efficient Cloud-Based Framework for Digital Media Knowledge Extraction","display_name":"An Efficient Cloud-Based Framework for Digital Media Knowledge Extraction","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007396041","doi":"https://doi.org/10.1109/bigdata47090.2019.9005480","mag":"3007396041"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9005480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5056896715","display_name":"Chaitanya Kanchibhotla","orcid":null},"institutions":[{"id":"https://openalex.org/I110675161","display_name":"Infosys (India)","ror":"https://ror.org/03bs18y54","country_code":"IN","type":"company","lineage":["https://openalex.org/I110675161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chaitanya Kanchibhotla","raw_affiliation_strings":["Infosys Limited, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infosys Limited, Bangalore, India","institution_ids":["https://openalex.org/I110675161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012857690","display_name":"Venkatesh Pruthviraj","orcid":null},"institutions":[{"id":"https://openalex.org/I110675161","display_name":"Infosys (India)","ror":"https://ror.org/03bs18y54","country_code":"IN","type":"company","lineage":["https://openalex.org/I110675161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pruthviraj Venkatesh","raw_affiliation_strings":["Infosys Limited, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infosys Limited, Bangalore, India","institution_ids":["https://openalex.org/I110675161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111965646","display_name":"D. V. L. N. Somayajulu","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dvln Somayajulu","raw_affiliation_strings":["National Institute of Technology, Warangal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025536862","display_name":"P. Radha Krishna","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P Radha krishna","raw_affiliation_strings":["National Institute of Technology, Warangal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"1841","last_page":"1850"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.964900016784668,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.954200029373169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.776897668838501},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7630476355552673},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7614130973815918},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.605114221572876},{"id":"https://openalex.org/keywords/terabyte","display_name":"Terabyte","score":0.5749975442886353},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.47355878353118896},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43078354001045227},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4231877326965332},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3731594681739807},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3604195713996887},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2951715588569641},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22522753477096558}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.776897668838501},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7630476355552673},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7614130973815918},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.605114221572876},{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.5749975442886353},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.47355878353118896},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43078354001045227},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4231877326965332},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3731594681739807},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3604195713996887},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2951715588569641},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22522753477096558},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9005480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"mag:3044394662","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002286923894262","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1820051232","https://openalex.org/W2116114298","https://openalex.org/W2897941366"],"related_works":["https://openalex.org/W2936171637","https://openalex.org/W1586214342","https://openalex.org/W2260589296","https://openalex.org/W3157828377","https://openalex.org/W181157820","https://openalex.org/W3137329302","https://openalex.org/W4241817935","https://openalex.org/W2937168573","https://openalex.org/W2805468299","https://openalex.org/W2990494149"],"abstract_inverted_index":{"Most":[0],"of":[1,9,16,41,106,127,193,233],"the":[2,17,59,131,137,178,191,216,220,265,277],"oil":[3,75,85,255,273],"industries":[4,274],"have":[5,186,249,287],"a":[6,209,231,261],"substantial":[7],"volume":[8],"physical":[10,138,289],"subsurface":[11],"data":[12,21,71,108,139,179,218,241,259],"generated":[13],"as":[14,33,77,118],"part":[15],"exploration":[18],"study.":[19],"This":[20,150],"is":[22,62,72],"collected":[23],"over":[24],"many":[25,114],"decades":[26],"and":[27,46,61,101,125,140,168,199,238,256,264],"exists":[28],"in":[29,54,109,180,219],"various":[30],"formats":[31],"such":[32,117],"tapes,":[34],"cartridges,":[35],"CDs,":[36],"DVDs,":[37],"paper":[38,271],"media":[39],"comprising":[40],"maps,":[42],"technical":[43,107,154],"well":[44],"reports,":[45],"seismic":[47],"logs.":[48],"These":[49],"items":[50],"are":[51,135,174,267],"usually":[52],"stored":[53],"large":[55,104],"offsite":[56,110],"repositories":[57,111,182],"across":[58],"globe":[60],"maintained":[63],"by":[64,93,146,214,230],"third-party":[65],"vendors.":[66],"Access":[67],"to":[68,80,190,243,283],"this":[69,251,270],"historical":[70],"crucial":[73],"for":[74,84],"companies":[76,134],"it":[78],"helps":[79],"find":[81],"potential":[82],"prospects":[83],"extraction":[86,145],"which":[87,176],"otherwise":[88],"require":[89],"an":[90],"exploratory":[91],"study":[92],"geologists":[94],"using":[95,245],"satellite":[96],"imagery,":[97],"surface":[98],"rocks,":[99],"terrain,":[100],"seismology.":[102],"Storing":[103],"volumes":[105],"also":[112],"posts":[113],"key":[115],"challenges":[116,155],"high":[119,122,240],"storage":[120,200],"cost,":[121],"retrieval":[123],"time":[124],"inaccessibility":[126],"information.":[128],"To":[129,202],"address":[130],"above":[132],"challenges,":[133],"digitizing":[136],"complementing":[141],"with":[142,158,188,204,227,253],"rich":[143],"metadata":[144,222],"Optical":[147],"Character":[148],"Recognition(OCR).":[149],"introduces":[151],"some":[152],"more":[153],"while":[156],"dealing":[157],"lower":[159],"Dots":[160],"Per":[161],"Inch":[162],"(DPI)":[163],"scans,":[164,167],"poor":[165],"quality":[166],"huge":[169,196,262,288],"file":[170,197],"size.":[171],"Several":[172],"frameworks":[173,185],"developed":[175],"store":[177],"local":[181],"but":[183],"these":[184],"limitations":[187],"respect":[189],"number":[192],"documents":[194],"processed,":[195],"size":[198],"scalability.":[201],"deal":[203],"above-mentioned":[205],"problems,":[206],"we":[207],"present":[208],"high-performance":[210],"computing":[211],"cloud-based":[212,246],"framework":[213,252,279],"storing":[215],"digitized":[217],"cloud,":[221],"enrichment":[223],"through":[224],"OCR":[225],"along":[226],"image":[228],"enhancement":[229],"series":[232],"Image":[234],"Processing":[235],"(IP)":[236],"techniques":[237],"provide":[239],"availability":[242],"users":[244],"search.":[247],"We":[248],"tested":[250],"big":[254],"gas":[257],"company's":[258],"on":[260],"scale":[263],"results":[266],"encouraging.":[268],"Although":[269],"addresses":[272],"domain":[275],"problem,":[276],"proposed":[278],"can":[280],"be":[281],"applied":[282],"other":[284],"domains":[285],"that":[286],"data.":[290]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}