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Natural Language Semantic Construction Based on Cloud Database

Suzhen Wang, Lu Zhang, Yanpiao Zhang, Jieli Sun, Chaoyi Pang, Gang Tian and Ning Cao
2018 Computers Materials & Continua  
The part of natural language semantic construction mainly introduces the dynamic process of semantic construction and proposes a mapping algorithm based on semantic similarity (MBSS), which is a bridge  ...  This paper proposes a natural language semantic construction method based on cloud database, mainly including two parts: natural language cloud database construction and natural language semantic construction  ...  semantics 3.1 Semantic construction process Dynamically natural language semantic construction is based on ontology knowledge base.  ... 
doi:10.32604/cmc.2018.03884 fatcat:qbro7bcnbnh4je7typxesdbzea

Semantic Search based on Ontology Alignment for Information Retrieval

Manju Mony, Jyothi M. Rao, Manish M. Potey
2014 International Journal of Computer Applications  
Traditional search is keyword based search and does not focus on relationship between the words. In semantic search, the search is performed on basis of the meaning of the terms and concepts.  ...  General Terms Semantic search, Ontology, Natural Language Processing (NLP) Keywords Domain based ontology, Ontology alignment, OWL, RDF, SPARQL, Triple store  E-governance citizens and schemes ontology  ...  ACKNOWLEDGEMENTS We wish to thank Insurance Information Bureau of India (IIB), for allowing us to use the health insurance statistics data at https://iib.gov.in/IRDA/homePageAction.do?  ... 
doi:10.5120/18789-0125 fatcat:bpf4whldmrdrvptwoej5a6kve4

Research on Knowledge Base Construction of Agricultural Ontology Based on HNC Theory [chapter]

Hao Xinning, Xie Nengfu, Sunwei, Zhong Xiaochun, Zhang Xuefu
2016 IFIP Advances in Information and Communication Technology  
In recent years, organizing and expressing semantic knowledge based on the form of ontology has become the focus of research in artificial intelligence field.  ...  And the construction of ontology-based knowledge base is the basic condition. HNC theory has great advantages in processing of Chinese character.  ...  Acknowledgment Funds for this research was provided by the CAAS Agricultural Science and Technology Innovation Program 2015  ... 
doi:10.1007/978-3-319-48357-3_42 fatcat:q6dscg6ovjdmhiiaamep7lean4

How Does Ontology Contribute in Semantic Web Development? [article]

Zeeshan Ahmed, Detlef Gerhard
2010 arXiv   pre-print
The semantic web claims of providing the semantic based solutions towards current web problems.  ...  This paper also describes the role, construction process and the contributions of ontology in providing some in time proposed and implemented solutions.  ...  Natural language based information is treated as the input to the ontology construction process, which parses the text in nouns and verbs.  ... 
arXiv:1008.1334v1 fatcat:ma5whyoj65d3zkycp5kpxie5w4

Ontology Guided Semantic Self Learning Framework

Darshika N. Koggalahewa, Asoka S. Karunananda
2015 International Journal of Knowledge Engineering-IACSIT  
Ontology Guided Semantic Self Learning Framework is a software which is capable of learning from natural language sources.  ...  The Natural language learning process achieved seventy percent accuracy while ontology construction process achieved over sixty five percent of accuracy.  ...  Semantic Mapper Semantic Mapperis used to semantically tag the tokens passed by the POS tagger and based on the JAPE language.  ... 
doi:10.7763/ijke.2015.v1.5 fatcat:urnd23am4bggligwixp7yuj7lu

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  
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.  ...  This chapter is about a technique which allows interaction in natural language with semantic knowledge bases.  ...  It is based on the assumption that ontologies restricts the semantic queries that can be formulated over them.  ... 
doi:10.1007/978-3-662-43585-4_13 fatcat:shdo2klmpjaubhotjx65f5eat4

Pythia: Compositional Meaning Construction for Ontology-Based Question Answering on the Semantic Web [chapter]

Christina Unger, Philipp Cimiano
2011 Lecture Notes in Computer Science  
In this paper we present the ontology-based question answering system Pythia. It compositionally constructs meaning representations using a vocabulary aligned to the vocabulary of a given ontology.  ...  In doing so it relies on a deep linguistic analysis, which allows to construct formal queries even for complex natural language questions (e.g. involving quantification and superlatives).  ...  Introduction The growing Semantic Web provides a large amount of ontology-based semantic markup that question answering systems can exploit in order to interpret and answer natural language questions.  ... 
doi:10.1007/978-3-642-22327-3_15 fatcat:uaaebrownrd6ngn6rgz3j6a2am

Simplifying syntactic and semantic parsing of NL-based queries in advanced application domains

E. Kapetanios, D. Baer, P. Groenewoud
2005 Data & Knowledge Engineering  
The paper presents a high level query language (MDDQL) for databases, which relies on an ontology driven automaton.  ...  This is simulated by the human-computer interaction mode for the query construction process, which is driven by an inference engine operating upon a frames based ontology description.  ...  This also alleviates the task of providing the same real-world semantics in more than one natural language by simply replacing the values for names of the ontology elements.  ... 
doi:10.1016/j.datak.2004.11.008 fatcat:tnylfus3lbgbjiju6obdcxccy4

OWL-based semantic model for spatio-temporal geographic ontology

Zhaoqiang Huang, Jianchun Zhen
2012 2012 IEEE International Geoscience and Remote Sensing Symposium  
Based on Protégé [10] , which is an open source ontology editor for OWL-based ontology development and inference, the ontology semantic model is constructed.  ...  Ontology semantic model based on OWL To describe the details of the ontology semantic model, it is important that an ontology language is presented to describe concepts, properties of concepts, relationships  ... 
doi:10.1109/igarss.2012.6351381 dblp:conf/igarss/HuangZ12 fatcat:rrppabk6uzewzkanqs6epe35l4

Semantic Image Annotation using Ontology And SPARQL

2020 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
For representation, organization and retrieving of images, the searching approaches based on semantic provide effective and efficient results by using image ontology.  ...  They are used for annotations based on textual of the images.  ...  Semantic based search provides appropriate and relevant results than that of traditional keyword based search. The efficiency of semantic based search depends on the ontology [1].  ... 
doi:10.35940/ijitee.h7062.019320 fatcat:m553iruosng7fianwhavnj57pi

Ontology Design and Reuse with Conceptual Roles [chapter]

Jakob Henriksson, Michael Pradel, Steffen Zschaler, Jeff Z. Pan
2008 Lecture Notes in Computer Science  
We present role-based ontologies as an extension of standard ontologies and define their semantics through a reduction to standard Description Logics, such that existing reasoners can be used.  ...  As the use of ontologies becomes commonplace, they will be constructed more frequently and also become more complex.  ...  Formalization of Role-Based Ontologies We formalize role-based ontologies in three parts, based on the methodology described in Section 3. A base ontology only contains natural types.  ... 
doi:10.1007/978-3-540-88737-9_9 fatcat:qfcpwswptjgbviuoy3gplvycgu

Role of Ontology in Semantic Web Development [article]

Zeeshan Ahmed, Detlef Gerhard
2010 arXiv   pre-print
Hypertext Mark-up Language (HTML).  ...  Information is provided in text, image, audio and video formats over the web by using HTML which is considered to be unconventional in defining and formalizing the meaning of the context...  ...  Ontology construction is a highly relevant research issue depending on the extraction of information from web and emergence of ontologies.  ... 
arXiv:1008.1723v1 fatcat:pwobsqoeofhr3oj44nqjwwujoy

Knowledge ontology system

Nikolay Maksimov, Alexander Lebedev
2021 Procedia Computer Science  
Based on cognition schematism principles, a knowledge representation ontologies system has been developed, that combines language, forms of knowledge representation and process schemes.  ...  Based on cognition schematism principles, a knowledge representation ontologies system has been developed, that combines language, forms of knowledge representation and process schemes.  ...  Acknowledgements This work was supported by the Ministry of Science and Higher Education of the Russian Federation (state assignment project No. 0723-2020-0036).  ... 
doi:10.1016/j.procs.2021.06.063 fatcat:gql3tb2wjjcpfc5prtogy2rxoi

Integration of Agile Ontology Mapping towards NLP Search in I-SOAS [article]

Zeeshan Ahmed, Ina Tacheva
2010 arXiv   pre-print
Language Technology (LT), contributing towards natural language processing, to take advantage in implementing a search engine capable of understanding the semantic out of natural language based search  ...  Furthermore, limiting the scope of this research to one challenge, we focus on the implementation of a semantic based search mechanism in PDM Systems.  ...  The ontology construction process begins with the parsed text from the natural language i.e. Words.  ... 
arXiv:1011.3258v1 fatcat:i7bxp7uma5bldkrcjuttunf3ue

TextOntoEx: Automatic ontology construction from natural English text

M DAHAB, H HASSAN, A RAFEA
2008 Expert systems with applications  
TextOntoEx constructs ontology from natural domain text using semantic pattern-based approach. TextOntoEx is a chain between linguistic analysis and ontology engineering.  ...  The paper explains this approach in more details and discusses some experiments on deriving ontology from natural text.  ...  to understand natural text. • To authorize generation of knowledge bases to natural languages. • Using semantic pattern guarantees that a vast number of sentences may be matched.  ... 
doi:10.1016/j.eswa.2007.01.043 fatcat:42em5d2rvjd7no5gqpol4asa7u
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