Crowdsourced Linked Data Question Answering with AQUACOLD

There is a need for Question Answering (QA) to return accurate answers to complex natural language questions over Linked Data, improving the accessibility of Linked Data (LD) search by abstracting the complexity of SPARQL whilst retaining its expressiveness. This work presents AQUACOLD, a LD QA syst...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL) s. 297 - 298
Hlavní autoři: Collis, Nicholas, Frommholz, Ingo
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.09.2021
Témata:
Complexity theory
Crowdsourcing
Knowledge discovery
Libraries
Linked data
Natural Language
Natural languages
Question Answering
SPARQL
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract There is a need for Question Answering (QA) to return accurate answers to complex natural language questions over Linked Data, improving the accessibility of Linked Data (LD) search by abstracting the complexity of SPARQL whilst retaining its expressiveness. This work presents AQUACOLD, a LD QA system which harnesses the power of crowdsourcing to meet this need.
AbstractList There is a need for Question Answering (QA) to return accurate answers to complex natural language questions over Linked Data, improving the accessibility of Linked Data (LD) search by abstracting the complexity of SPARQL whilst retaining its expressiveness. This work presents AQUACOLD, a LD QA system which harnesses the power of crowdsourcing to meet this need.
Author Collis, Nicholas
Frommholz, Ingo
Author_xml – sequence: 1
  givenname: Nicholas
  surname: Collis
  fullname: Collis, Nicholas
  email: nwcphd@gmail.com
  organization: University of Bedfordshire,Luton,England
– sequence: 2
  givenname: Ingo
  surname: Frommholz
  fullname: Frommholz, Ingo
  email: ifrommholz@acm.org
  organization: University of Wolverhampton,UK
BookMark eNotzMtKxDAUANAICurYL9BFf6D15nGTZllSnxSGAWc9pE2iQU2l6VD8ewVdnd25JKdpSp6QGwo1paBvn03XI0PgNQNGawAQ_IQUWjVUShRUKdDnpMg5DoCKoQSuL4g287S6PB3n0buyj-n9l84uttwdfV7ilMo25dXPMb2Wa1zeyna3b822767IWbAf2Rf_bsj-_u7FPFb99uHJtH1lWYNLxVXQKEY5Uu0aj3oYmNPUMRy1lHKA0dogBfMchFXWcopUugAqNE4xCIJvyPXfG733h685ftr5-6AlUsUF_wEzGkc8
CODEN IEEPAD
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/JCDL52503.2021.00043
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 9781665417709
1665417706
EndPage 298
ExternalDocumentID 9651734
Genre orig-research
GroupedDBID 6IE
6IL
ACM
ALMA_UNASSIGNED_HOLDINGS
APO
CBEJK
LHSKQ
RIE
RIL
ID FETCH-LOGICAL-a285t-37f954c6c19d8e59bb2d91d25c9666b0caaf642e304a7aa31516df07f8d720f43
IEDL.DBID RIE
ISICitedReferencesCount 0
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000760315700046&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
IngestDate Wed Aug 27 02:33:24 EDT 2025
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-a285t-37f954c6c19d8e59bb2d91d25c9666b0caaf642e304a7aa31516df07f8d720f43
PageCount 2
ParticipantIDs ieee_primary_9651734
PublicationCentury 2000
PublicationDate 2021-Sept.
PublicationDateYYYYMMDD 2021-09-01
PublicationDate_xml – month: 09
  year: 2021
  text: 2021-Sept.
PublicationDecade 2020
PublicationTitle 2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL)
PublicationTitleAbbrev JCDL
PublicationYear 2021
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssib057256039
Score 1.7711666
Snippet There is a need for Question Answering (QA) to return accurate answers to complex natural language questions over Linked Data, improving the accessibility of...
SourceID ieee
SourceType Publisher
StartPage 297
SubjectTerms Complexity theory
Crowdsourcing
Knowledge discovery
Libraries
Linked data
Natural Language
Natural languages
Question Answering
SPARQL
Title Crowdsourced Linked Data Question Answering with AQUACOLD
URI https://ieeexplore.ieee.org/document/9651734
WOSCitedRecordID wos000760315700046&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEB7a4sGTSiu-ycGja3c3ySY5lq1FpNQeFHors3mAl620W_37JtlaEbx4SgiEkJmQL99kHgC36BWrnGUJdygSpjVNsHKhHjHThdGpQcRYbELMZnKxUPMO3O1jYay10fnM3odu_Ms3K70NprKhKngmKOtCV4iijdX6PjtcBOymahcdl6Vq-FSOp-HTjnoWmGdtWs5fNVQihEyO_rf4MQx-YvHIfI8yJ9CxdR9U6dmzaQ3vhgQ-6ZsxNkiiAdPLmozqzWdMM0iCqZWM_NO1fJ6OB_A6eXgpH5NdEYQEc8kbfwE4xb3cdKaMtFxVVW5UZnKuPVEpqlQjOs8hLE0ZCkTqEbwwLhVOGpGnjtFT6NWr2p4B8WBuZBZTlPkZlCN1kjJhmSyoVxg7h37Y9vK9zXOx3O344u_hSzgMcm39ra6g16y39hoO9EfztlnfROV8AWNEjt0
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwED2VggQToBbxTQZGAklsx_FYpVQFQulQpG7VxR8SS4raFP4-tlOKkFiYYkWyLN9Zfn5n3z2Aa7SOFUbTkBnkIZWShFgap0dMZapkpBDRi03w0SibTsW4BTebXBittX98pm9d09_lq7lcuVDZnUhZzAndgm2nnLXO1vpePYw79CZinR8XR-LuMe8X7tqOWB6YxE1hzl8qKh5EBvv_G_4Auj_ZeMF4gzOH0NJVB0Ru-bNqQu8qcIzSfvpYY-BDmNbaQa9afvpCg4ELtgY9e3jNX4p-F14H95N8GK5lEEJMMlbbLcAIZi0nY6EyzURZJkrEKmHSUpW0jCSisSxCk4giRyQWw1NlIm4yxZPIUHIE7Wpe6WMILJyrLPZFymwPwpCYjFCuaZYS6zJ6Ah037dl7U-litp7x6d-_r2B3OHkuZsXD6OkM9pyNm9dX59CuFyt9ATvyo35bLi69o74AC2aSJg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2021+ACM%2FIEEE+Joint+Conference+on+Digital+Libraries+%28JCDL%29&rft.atitle=Crowdsourced+Linked+Data+Question+Answering+with+AQUACOLD&rft.au=Collis%2C+Nicholas&rft.au=Frommholz%2C+Ingo&rft.date=2021-09-01&rft.pub=IEEE&rft.spage=297&rft.epage=298&rft_id=info:doi/10.1109%2FJCDL52503.2021.00043&rft.externalDocID=9651734