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Multilingual Natural Language Interaction with Semantic Web Knowledge Bases and Linked Open Data [chapter]

Mariana Damova, Dana Dannélls, Ramona Enache, Maria Mateva, Aarne Ranta
2014 Towards the Multilingual Semantic Web  
This chapter is about a technique which allows interaction in natural language with semantic knowledge bases.  ...  The approach builds on a semantic knowledge infrastructure in RDF, it is based on OWLIM-SE and the data integration method Reason-able View supplied with an ontological reference layer.  ...  Conclusions This chapter presented an approach for natural language to ontology interoperability that is employed for multilingual interaction with Semantic Web knowledge bases and Linked Open Data.  ... 
doi:10.1007/978-3-662-43585-4_13 fatcat:shdo2klmpjaubhotjx65f5eat4

Challenges for the multilingual Web of Data

Jorge Gracia, Elena Montiel-Ponsoda, Philipp Cimiano, Asunción Gómez-Pérez, Paul Buitelaar, John McCrae
2012 Journal of Web Semantics  
Although this brings us a big step closer to the vision of a Semantic Web, it also raises new issues such as the need for dealing with information expressed in different natural languages.  ...  and vocabularies in different languages, ii) mappings between data with labels in different languages, and iii) services to dynamically access and traverse Linked Data across different languages.  ...  SFI/08/CE/I1380 (Lion-2), and by the CICYT project TIN2010-17550 named "Multilingüismo en Ontologías y Linked Data" funded by the Spanish Ministry of Science and Innovation.  ... 
doi:10.1016/j.websem.2011.09.001 fatcat:haagemrzjbfrze53iu5xj4xkpq

A Glimpse into Babel

Lucie-Aimée Kaffee, Alessandro Piscopo, Pavlos Vougiouklis, Elena Simperl, Leslie Carr, Lydia Pintscher
2017 Proceedings of the 13th International Symposium on Open Collaboration - OpenSym '17  
Its labels are the way for humans to interact with the data.  ...  Multilinguality is an important topic for knowledge bases, especially Wikidata, that was build to serve the multilingual requirements of an international community.  ...  ITN) The authors gratefully acknowledge the input given by the Wikidata team at Wikimedia Deutschland and Matthew Flaschen (Wikimedia Foundation).  ... 
doi:10.1145/3125433.3125465 dblp:conf/wikis/KaffeePVSCP17 fatcat:drdkrs6mhzfuznopjtoxeiszoa

Special Issue on Semantic Web Interfaces

Roberto García, Heiko Paulheim, Paola Di Maio
2015 Semantic Web Journal  
With a growing number of Semantic Web data sources, spanning from small documents to large-scale knowledge bases, the question of how to reasonably interact with those sources becomes important.  ...  -Collaborative multilingual knowledge manage- ment based on controlled natural language (Kaarel Kaljurand, Tobias Kuhn, Laura Canedo) shows how Wiki documents can be mapped to ACE (Attempto Controlled  ... 
doi:10.3233/sw-150174 fatcat:m63ksiwju5hu5ggzktkzk6rtdu

A Multilingual SPARQL-Based Retrieval Interface for Cultural Heritage Objects

Dana Dannélls, Ramona Enache, Mariana Damova
2014 International Semantic Web Conference  
The authors would like to acknowledge the Centre for Language Technology in Gothenburg.  ...  Conclusions We introduce a novel approach to multilingual interaction with the Semantic Web content via GF grammars.  ...  Using GF, we are able to present a cross-language SPARQL grammar covering 15 languages and a cross-language retrieval interface that uses this grammar for interacting with the Semantic Web 4 .  ... 
dblp:conf/semweb/DannellsED14 fatcat:q5hrh7murjhh7gtabaaxiouvd4

Semantic Web Standards and Ontologies for Legislative Drafting Support [chapter]

Tommaso Agnoloni, Daniela Tiscornia
2010 Lecture Notes in Computer Science  
Machine readable open public data and the issue of multilingual web are open challenges promising to transform the relationship between citizens and European institutions.  ...  with terms markup and semantic annotations.  ...  The application prototype (the integrated environment composed by the drafting tool and the knowledge resource) has been tested and evaluated within the project by legislative offices of the Italian Parliament  ... 
doi:10.1007/978-3-642-15158-3_16 fatcat:xe472mgyh5cehfxjyftbuurmvq

JRC-Names: Multilingual entity name variants and titles as Linked Data

Maud Ehrmann, Guillaume Jacquet, Ralf Steinberger, Philipp Cimiano
2016 Semantic Web Journal  
Overcoming the gap between the sources and knowledge bases (KB) available on the web of data and natural languages presents chal- Semantic Web, e.g., as linked data.  ...  Five Stars of Linked Data Vocabulary source for ontologies. Semantic Web Journal, Special Use. Semantic Web, 5(3):173–176, 2014. issue on Multilingual Linked Open Data, 2014.  ... 
doi:10.3233/sw-160228 fatcat:d7c67mlkazax7ihmmlkr4xcbri

KBot: a Knowledge graph based chatBot for natural language understanding over linked data

Addi Ait-Mlouk, Lili Jiang
2020 IEEE Access  
With the rapid progress of the semantic web, a huge amount of structured data has become available on the web in the form of knowledge bases (KBs).  ...  Building a chatbot over linked data raises different challenges, including user queries understanding, multiple knowledge base support, and multilingual aspect.  ...  However, it ignored personalized knowledge bases and the strength of linked data and the semantic web technologies.  ... 
doi:10.1109/access.2020.3016142 fatcat:d5jjftfr4bgxpfp5d7opmemviy

Multilingual access to cultural heritage content on the Semantic Web

Dana Dannélls, Aarne Ranta, Ramona Enache, Mariana Damova, Maria Mateva
2013 Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities  
First, we present a grammar-based system that is designed to generate coherent texts from Semantic Web ontologies in 15 languages.  ...  We describe our experiences with processing museum data extracted from two distinct sources, harmonizing this data and making its content accessible in natural language.  ...  The above authors have shown it is necessary to have an extensive lexical and syntactic knowledge when generating multilingual natural language from Semantic Web ontologies.  ... 
dblp:conf/latech/DannellsREDM13 fatcat:5px3gi4rcbgzjorushcgftdvjq

A Language-Aware Web will Give us a Bigger and Better Semantic Web

Armando Stellato
2015 Extended Semantic Web Conference  
I will then discuss open points, and try to draw conclusions, based on my perspective and contributions to this research field, towards the future of a more Language-Aware Semantic Web.  ...  The role of natural language is becoming in these years a more and more acknowledged aspect of the Semantic Web.  ...  and OBR, breed it with Linked Open Data (LOD) principles, and become classifiable, discoverable and interactive elements in the Semantic Web.  ... 
dblp:conf/esws/Stellato15 fatcat:qyd2xeb3wfetlm5mz4ukaiy6w4

LIVIVO – the Vertical Search Engine for Life Sciences

Bernd Müller, Christoph Poley, Jana Pössel, Alexandra Hagelstein, Thomas Gübitz
2017 Datenbank-Spektrum  
A Knowledge Environment is developed by ZB MED to deal with the heterogeneity of data as an integrative approach to model, store, and link semantic concepts within literature resources and databases.  ...  The search functions allow for semantic retrieval with filtering options based on life science entities.  ...  Another challenge in the area of natural language processing will have to deal with multilingualism in the corpus of LIVIVO as a multilingual search engine.  ... 
doi:10.1007/s13222-016-0245-2 pmid:29368755 pmcid:PMC5750838 fatcat:emmtn6xxtbe4hislsbmc3tmu7q

An overview of NexusLinguarum use cases: Current status and challenges

Sara Carvalho, Ilan Kernerman
2021 Zenodo  
Working Group 4 (WG4) of the NexusLinguarum COST Action – European network for Web-centred linguistic data science (CA18209) – is dedicated to applying and validating the Action's methodologies and technologies  ...  In addition, it describes the cooperation with the other WGs of NexusLinguarum. URL:  ...  Acknowledgement The use case is based on the project "Bilingual automatic terminology extraction" funded by the Research Council of Lithuania (LMTLT, agreement No. P-MIP-20-282).  ... 
doi:10.5281/zenodo.5729078 fatcat:t3z3chvtmjbofdyk72wxzofmku

6th Open Challenge on Question Answering over Linked Data (QALD-6) [chapter]

Christina Unger, Axel-Cyrille Ngonga Ngomo, Elena Cabrio
2016 Communications in Computer and Information Science  
With the increasing amount of semantic data available on the web there is a strong need for systems that allow common web users to access this body of knowledge.  ...  Multilingualism has, in fact, become an issue of major interest for the Semantic Web community, as both the number of actors creating and publishing data all in languages other than English, as well as  ... 
doi:10.1007/978-3-319-46565-4_13 fatcat:as3rmfpq3zcjde2mkmeo24x26a

The Human Face of the Web of Data: A Cross-sectional Study of Labels

Lucie-Aimée Kaffee, Elena Simperl
2018 Procedia Computer Science  
We apply this framework on seven diverse datasets, from the web of data, a collaborative knowledge base, open governmental and GLAM data.  ...  We gain an insight into the current state of labels and multilinguality on the web of data.  ...  While labels are a way of humans to interact with the data in natural language, URIs are supposed to be identifier and references to concepts that ideally do not have to change.  ... 
doi:10.1016/j.procs.2018.09.007 fatcat:2bko7pgtbfbire5lnmrlzmxlvq

Taxonomy and Ontology Management Tools: A General Explanation [chapter]

Sukumar Mandal
2019 Ontology in Information Science [Working Title]  
This paper has selected the matured level open-source tools for management of taxonomy and ontology in semantic web environment.  ...  But this radical new way of thinking has even more profound ramifications when it is applied to a web of data like the semantic web.  ...  It manages the big data in semantic web-linked data environment.  ... 
doi:10.5772/intechopen.88606 fatcat:i2kgd35dwvbe5oy5aqinj6bpku
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