{"id":"https://openalex.org/W2036726385","doi":"https://doi.org/10.1109/escience.2012.6404439","title":"Towards HPC for the digital Humanities, Arts, and Social Sciences: Needs and challenges of adapting academic HPC for big data","display_name":"Towards HPC for the digital Humanities, Arts, and Social Sciences: Needs and challenges of adapting academic HPC for big data","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2036726385","doi":"https://doi.org/10.1109/escience.2012.6404439","mag":"2036726385"},"language":"en","primary_location":{"id":"doi:10.1109/escience.2012.6404439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/escience.2012.6404439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 8th International Conference on E-Science","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/A5075086874","display_name":"Kalev Leetaru","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kalev H. Leetaru","raw_affiliation_strings":["Graduate School of Library and Information Science, University of Illinois, Urbana, USA"],"affiliations":[{"raw_affiliation_string":"Graduate School of Library and Information Science, University of Illinois, Urbana, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075086874"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.8236,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7463467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9810000061988831,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9810000061988831,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9311000108718872,"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/digital-humanities","display_name":"Digital humanities","score":0.7753567695617676},{"id":"https://openalex.org/keywords/the-arts","display_name":"The arts","score":0.7315216660499573},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6493080854415894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5661635398864746},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38976678252220154},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3678934574127197},{"id":"https://openalex.org/keywords/humanities","display_name":"Humanities","score":0.3289724588394165},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2577776610851288},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.23654913902282715},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1737099587917328}],"concepts":[{"id":"https://openalex.org/C24351657","wikidata":"https://www.wikidata.org/wiki/Q1026962","display_name":"Digital humanities","level":2,"score":0.7753567695617676},{"id":"https://openalex.org/C70789860","wikidata":"https://www.wikidata.org/wiki/Q2018526","display_name":"The arts","level":2,"score":0.7315216660499573},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6493080854415894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5661635398864746},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38976678252220154},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3678934574127197},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3289724588394165},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2577776610851288},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.23654913902282715},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1737099587917328},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/escience.2012.6404439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/escience.2012.6404439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 8th International Conference on E-Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2100720058","https://openalex.org/W2109718328","https://openalex.org/W6609392084"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"This":[0],"paper":[1],"examines":[2],"the":[3,13,27],"needs":[4],"of":[5,8,41],"emerging":[6],"applications":[7],"High":[9],"Performance":[10],"Computing":[11],"by":[12],"Humanities,":[14],"Arts,":[15],"and":[16,21],"Social":[17],"Sciences":[18],"(HASS)":[19],"disciplines":[20],"presents":[22],"a":[23],"vision":[24],"for":[25],"how":[26],"current":[28],"academic":[29],"HPC":[30],"environment":[31],"could":[32],"be":[33],"adapted":[34],"to":[35],"better":[36],"serve":[37],"this":[38],"new":[39],"class":[40],"\u201cbig":[42],"data\u201d":[43],"research.":[44]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}