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An Experimental Evaluation of a Scalable Probabilistic Description Logic Approach for Semantic Link Prediction

José Eduardo Ochoa Luna, Kate Revoredo, Fábio Gagliardi Cozman
2012 International Semantic Web Conference  
Therefore, we extended our approach through the consideration of graph-based features to reduce the space of individuals used in inference.  ...  It was possible to verify that this strategy does not decrease the quality of the results and makes the approach scalable.  ...  Acknowledgements The third author is partially supported by CNPq. The work reported here has received substantial support by FAPESP grant 2008/03995-5 and FAPERJ grant E-26/111484/2010.  ... 
dblp:conf/semweb/LunaRC12 fatcat:2ln25372ungxbecxwuju6rikwi

Semantically-enhanced information extraction

Hisham Assal, John Seng, Franz Kurfess, Emily Schwarz, Kym Pohl
2011 2011 Aerospace Conference  
Our demonstration system infers the possibility of a terrorist plot by extracting key events and relationships from a collection of news articles and intelligence reports.  ...  Within this semantic environment, extractions are woven into the contextual fabric of a userprovided, domain-centric ontology where users together with user-provided logic can analyze these extractions  ...  A characteristic OWL execution platform consists of a triple-store where model content is persisted, a reasoner capable of inferring additional concepts based on embedded and externalized logic, and a  ... 
doi:10.1109/aero.2011.5747547 fatcat:bgmnkonxgnaj3awh4avm5md5du

Partnering enhanced-NLP with semantic analysis in support of information extraction

Hisham Assal, John Seng, Franz Kurfess, Emily Schwarz, Kym Pohl
2010 Ontology-Driven Software Engineering on - ODiSE'10  
and interpretation of added elements.  ...  The system is designed as a set of tools to provide the user with the flexibility and power to ensure accurate inference.  ...  A typical OWL execution platform consists of a triplestore where model content is persisted, a reasoner capable of inferring additional concepts based on embedded logic, and a query engine used to ask  ... 
doi:10.1145/1937128.1937137 fatcat:j7ytkpfoxzf4naburmmvf64tiy

Intelligent Discovery for Learning Objects Using Semantic Web Technologies

I-Ching Hsu
2012 Educational Technology & Society  
The concept of learning objects has been applied in the e-learning field to promote the accessibility, reusability, and interoperability of learning content.  ...  To test its feasibility, this study implemented a java-based prototype of LOFinder that enables intelligent discovery of learning objects.  ...  A LOM-based metadata document is an XML document containing a set of relation metadata and classification metadata.  ... 
dblp:journals/ets/Hsu12 fatcat:xk27f4bpo5bofln7uoge3um5ce

Logic Agents and Conceptual Interoperability through Semantic Web Technologies

Tobias Lehmann, Andreas Karcher
2007 Americas Conference on Information Systems  
compatible to the Jena-Model can be integrated with logic based agents implementing the so called Situation Calculus.  ...  After this, synergetic effects from the mentioned integration are mentioned. .Finally the technical integration based on Second Order Logic structures of complex Inferences represented by the Situation  ...  A interpreter called Golog can be considered a Prolog-based implementation of the Situation Calculus (Schiffel and Thielscher 2005) .  ... 
dblp:conf/amcis/LehmannK07 fatcat:vovgcjfy7jepxgfofcehfegseu


Madalena Martins Lopes Naves, Célia Da Consolação Dias
2019 Brazilian Journal of Information Science  
An interdisciplinarity with Linguistics, Cognitive Science and Logics is observed during the development of this activity by the indexer.  ...  Linguistic factors act in concert with logical and cognitive factors in the intellectual activities that comprise Subject Analysis.  ...  Elaine Svenonius, of the University of Los Angeles (UCLA), for her patience in reading our imperfect English and for her valuable revision on content and style.  ... 
doi:10.36311/1981-1640.2019.v13n1.02.p5 fatcat:hjrisuyaw5h4ni374w5g2rhyi4

Link prediction using a probabilistic description logic

José Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman
2013 Journal of the Brazilian Computer Society  
The scalability of the approach is investigated, through a combination of semantic assumptions and graph-based features.  ...  description logic crALC).  ...  The probabilistic description logic crALC is a probabilistic extension of the description logic ALC that adopts an interpretation-based semantics.  ... 
doi:10.1007/s13173-013-0108-8 fatcat:vc7p4q744jee5et5d6than6m5y

OCD Dolores - Recovering Logical Structures for Dummies

Jean-Luc Bloechle, Maurizio Rigamonti, Rolf Ingold
2012 2012 10th IAPR International Workshop on Document Analysis Systems  
This paper presents OCD Dolores, an environment that aims at recovering the logical structures from documents by interactively inferring their models.  ...  The relevance of our restructuring system is assessed through a deep evaluation of Dolores' logical labeling capacities.  ...  Finally, the fourth and fifth documents are only used to observe the performance of the document model by looking at the classification matrices and recognition rates.  ... 
doi:10.1109/das.2012.58 dblp:conf/das/BloechleRI12 fatcat:xxtjuzac4zdg5mdiyyd7sxv5lu

Intuitionistic partition based conceptual granulation topic-term modeling

D. Malathi, S. Valarmathy
2014 Applied Mathematical Sciences  
Document Analysis represented in vector space model is often used in information retrieval, topic analysis, and automatic classification.  ...  A preprocessing of documents with intuitionistic fuzzy sets results in efficient classification of large corpus. But it depends on the datasets chosen.  ...  The Latent Dirichlet Allocation (LDA) model [1] , is another probabilistic approach which ties the parameters of all documents through hierarchical generative model.  ... 
doi:10.12988/ams.2014.43165 fatcat:eupvg3gt3nep3phsly7adnmppa

Assertion Role in a Hybrid Link Prediction Approach through Probabilistic Ontology

Marcius Armada de Oliveira, Kate Revoredo, José Eduardo Ochoa Luna, Fábio Gagliardi Cozman
2013 Joint Seminar on Ontology Research in Brazil / International Workshop on Metamodels, Ontologies and Semantic Technologies  
Link prediction in a network is mostly based on information about the neighborhood topology of the nodes.  ...  We empirically evaluate this proposal analyzing the assertion role of these individuals when predicting a link through a probabilistic ontology.  ...  The semantics of CRALC is based on probability measures over the space of interpretations, for a fixed domain.  ... 
dblp:conf/ontobras/ArmadaRLC13 fatcat:anasnvvjkvdxdgjxp36vctl33y

An OWL ontology library representing judicial interpretations

Marcello Ceci, Aldo Gangemi, Pompeu Casanovas, Monica Palmirani, Silvio Peroni, Tom van Engers, Fabio Vitali, Pompeu Casanovas, Monica Palmirani, Silvio Peroni, Tom van Engers, Fabio Vitali
2016 Semantic Web Journal  
JudO also constitutes the basis for the application of argumentation patterns through reasoning on a set of rules, which represent the grounding of judicial interpretations in deontic and defeasible logics  ...  The article introduces a formal model of legal knowledge that relies on the metadata contained in judicial documents, and JudO, a judicial ontology library that represents the interpretations performed  ...  to allow multiple annotation, interpretation, and classification with representation redundancy.  ... 
doi:10.3233/sw-140146 fatcat:2fiq56xmxrfotjpua6eltnngfi

A Comparative Study of Ontology Languages and Tools [chapter]

Xiaomeng Su, Lars Ilebrekke
2002 Lecture Notes in Computer Science  
There are many languages and tools for constructing ontologies. In this paper we survey and compare different ontology languages and tools by the aid of an evaluation framework.  ...  Ontology attracts many attentions nowadays in computer science, largely because of the envision of semantic web, where real "semantic" of the web lies in ontology.  ...  F-Logic and OIL provide sound and complete inference and automatic classification are supported only by OIL and LOOM (due to their root in description logic).  ... 
doi:10.1007/3-540-47961-9_62 fatcat:gipach636jgdphtanakwtzqrsu

Combined MvdXML and Semantic Technologies for Green Construction Code Checking

Shaohua Jiang, Zheng Wu, Bo Zhang, Hee Cha
2019 Applied Sciences  
The code checking of green construction is classified into four types based on the difficulty level to meet the requirements of the clauses in green construction standard.  ...  Green construction code checking needs to integrate semantic information embedded in green construction standards and model information involved in Industry Foundation Classes (IFC) and/or Model View Definition  ...  Funding: This research was funded by the National Key R&D Program of China grant number 2016YFC0702107. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app9071463 fatcat:umxsbualdvbzrdaybd7vmny7tm

A highly scalable, interoperable clinical decision support service

Howard S Goldberg, Marilyn D Paterno, Beatriz H Rocha, Molly Schaeffer, Adam Wright, Jessica L Erickson, Blackford Middleton
2014 JAMIA Journal of the American Medical Informatics Association  
Performance measures indicate that the ECRS provides sub-second response time when measured apart from services required to retrieve data and assemble the continuity of care document used as input.  ...  Materials and methods The enterprise clinical rules service (ECRS) realizes nine design principles through a series of enterprise java beans and leverages off-theshelf rules management systems in order  ...  Acknowledgements The authors would like to thank the members of the PHS ECRS team, for their effort on and support of this project: Deepika Pabbathi, Richard Boyer, Eugene Shilmayster, and Michael Vashevko  ... 
doi:10.1136/amiajnl-2013-001990 pmid:23828174 pmcid:PMC3957399 fatcat:4ziy7jrwbnffdivuc2jyyen4oq

Significant Big Data Interpretation using Map Reduce Paradigm

Lavanya Kakkirala, K .Venkateswara
2016 International Journal of Computer Applications  
Each level of mapping and reducing is based on k-means clustering technique. Large set of information can be constructing or modified with the help of simple pattern based grouping.  ...  Cognitive on a Web scale becomes increasingly stimulating because of the large volume of data involved and the complexity of the task.  ...  After that, two fuzzy implication engines were proposed based on the knowledge-representation model to enhance the context inference and classification for the wellspecified information in Semantic Web  ... 
doi:10.5120/ijca2016912339 fatcat:byhvtlhnnzejfnh32z3b5zqarm
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