{"id":"https://openalex.org/W2948903663","doi":"https://doi.org/10.1145/3329486.3329498","title":"Expressiveness of Matrix and Tensor Query Languages in terms of ML Operators","display_name":"Expressiveness of Matrix and Tensor Query Languages in terms of ML Operators","publication_year":2019,"publication_date":"2019-06-04","ids":{"openalex":"https://openalex.org/W2948903663","doi":"https://doi.org/10.1145/3329486.3329498","mag":"2948903663"},"language":"en","primary_location":{"id":"doi:10.1145/3329486.3329498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3329486.3329498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning","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/A5051683347","display_name":"Pablo Barcel\u00f3","orcid":"https://orcid.org/0000-0003-2293-2653"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pablo Barcel\u00f3","raw_affiliation_strings":["DCC UChile & IMFD Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DCC UChile & IMFD Chile","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043323901","display_name":"Nelson Higuera","orcid":"https://orcid.org/0000-0003-3172-723X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nelson Higuera","raw_affiliation_strings":["DCC UChile & IMFD Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DCC UChile & IMFD Chile","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111941071","display_name":"Jorge P\u00e9rez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jorge P\u00e9rez","raw_affiliation_strings":["DCC UChile & IMFD Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DCC UChile & IMFD Chile","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030108071","display_name":"Bernardo Subercaseaux","orcid":"https://orcid.org/0000-0003-2295-1299"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bernardo Subercaseaux","raw_affiliation_strings":["DCC UChile & IMFD Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DCC UChile & IMFD Chile","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7404,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68181818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.8424355983734131},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.686249315738678},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6520023345947266},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.585905909538269},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5775704979896545},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4618590772151947},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.41863077878952026},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4072445333003998},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3219800591468811},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2687303423881531},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10329866409301758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8424355983734131},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.686249315738678},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6520023345947266},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.585905909538269},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5775704979896545},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4618590772151947},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.41863077878952026},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4072445333003998},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3219800591468811},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2687303423881531},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10329866409301758},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3329486.3329498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3329486.3329498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6899999976158142,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W51516856","https://openalex.org/W753012316","https://openalex.org/W2157370893","https://openalex.org/W2169251528","https://openalex.org/W2339462788","https://openalex.org/W2411006959","https://openalex.org/W2574839832","https://openalex.org/W2604255113","https://openalex.org/W2604519798","https://openalex.org/W2751532144","https://openalex.org/W2766504241","https://openalex.org/W2899771611","https://openalex.org/W2962762811","https://openalex.org/W2962991166","https://openalex.org/W2963601583","https://openalex.org/W6744582164","https://openalex.org/W6756040250"],"related_works":["https://openalex.org/W2556786504","https://openalex.org/W2152149667","https://openalex.org/W4244527061","https://openalex.org/W2469357693","https://openalex.org/W3125756434","https://openalex.org/W1977383094","https://openalex.org/W2572349046","https://openalex.org/W1779612025","https://openalex.org/W2413368787","https://openalex.org/W1515213763"],"abstract_inverted_index":{"Tensors":[0],"are":[1],"one":[2],"of":[3,21,56,88],"the":[4,54,65,86],"most":[5],"widely":[6],"used":[7],"data":[8],"structures":[9],"in":[10,36,53,63,85],"modern":[11],"Machine":[12],"Learning":[13],"applications.":[14],"Although":[15],"they":[16,26],"provide":[17],"a":[18,57,61],"flexible":[19],"way":[20],"storing":[22],"and":[23,45],"accessing":[24],"data,":[25],"often":[27],"expose":[28],"too":[29],"many":[30],"low-level":[31,48],"details":[32],"that":[33,40],"may":[34],"result":[35],"error":[37],"prone":[38],"code":[39],"is":[41,60,73],"difficult":[42],"to":[43,76],"maintain":[44],"extend.":[46],"Abstracting":[47],"functionalities":[49],"into":[50],"high-level":[51],"operators":[52],"form":[55],"query":[58],"language":[59],"task":[62],"which":[64],"Data":[66],"Management":[67],"community":[68],"has":[69],"extensive":[70],"experience.":[71],"It":[72],"thus":[74],"important":[75],"understand":[77],"how":[78],"such":[79],"an":[80],"experience":[81],"can":[82],"be":[83],"applied":[84],"design":[87],"useful":[89],"languages":[90],"for":[91],"tensor":[92],"manipulation.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}