Semantic-Based Fuzzy Reasoning for Compliance Auditing (Englisch)

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Compliance Management (CM) is increasingly becoming a burden for many organizations due to its cumbersome and labor intensive process. As a result, many experts agree that compliance should be automated as much as possible. Recent efforts in agent based and semantic driven compliance management (CM) are being actively explored in an attempt to tackle challenges in compliance automation. Ontologies and semantic web rules are the fundamental and enabling tools that facilitate the application of compliance automation. In this paper, we discuss the challenges of compliance management, recap on a semantic-based approach discussed in our existing works and highlight the requirements for fuzzy support. Fuzzy extensions are then proposed to enhance the support for intelligent reasoning with uncertain and missing information through the use of Weighted Fuzzy Production Rules (WFPR) and Fuzzy Petri Nets (FPN).

  • Titel:
    Semantic-Based Fuzzy Reasoning for Compliance Auditing
  • Autor / Urheber:
  • Erschienen in:
  • Verlag:
    IEEE
  • Erscheinungsjahr:
    2008
  • Format / Umfang:
    1361962 byte
  • ISBN:
  • DOI:
  • Medientyp:
    Aufsatz (Konferenz)
  • Format:
    Elektronische Ressource
  • Sprache:
    Englisch
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34
Sentence Induced Transformations in "Conceptual" Spaces
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42
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50
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58
Semantics In Digital Photos: A Contenxtual Analysis
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66
S3G: A Semantic Sequence State Graph for Indexing Spatio-temporal Data - A Tennis Video Database Application
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74
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128
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144
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152
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158
Speech Emotion Classification Using Machine Learning Algorithms
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166
ASKNet: Creating and Evaluating Large Scale Integrated Semantic Networks
Harrington, Brian / Clark, Stephen | 2008
174
Annotating an Extension Layer of Semantic Structure for Natural Language Text
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182
Improving Verb Sense Disambiguation with Automatically Retrieved Semantic Knowledge
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190
Using Similarity Measures for Context-Aware User Interfaces
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198
Discourse Connective Argument Identification with Connective Specific Rankers
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206
Leveraging Folksonomies for Ontology Evolution in E-learning Environments
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214
Large-Scale Benchmarking of the OWL Interoperability of Semantic Web Technologies
García-Castro, Raúl / Gómez-Pérez, Asunción | 2008
222
Serving the Sky: Discovering and Selecting Semantic Web Services through Dynamic Skyline Queries
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230
A Unified Conceptual Model for Representation of Terminologies and References of Terms across Data Repositories in Biomedicine
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238
WSMO-Lite: Lowering the Semantic Web Services Barrier with Modular and Light-Weight Annotations
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245
Efficient Selection and Integration of Data Sources for Answering Semantic Web Queries
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253
Semantic Search Meets the Web
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261
Using Semantics for News Navigation
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268
Wikipedia in Action: Ontological Knowledge in Text Categorization
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276
Robust Disambiguation of Web-Based Personal Names
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284
Semantic Integration of Peer to Peer Systems: A Doxastic Approach
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291
Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases
d'Amato, Claudia / Fanizzi, Nicola / Esposito, Floriana | 2008
299
Semantic-Based Fuzzy Reasoning for Compliance Auditing
Yip, Frederick / Wong, Alfred Ka Yiu / Parameswaran, Nandan / Ray, Pradeep | 2008
307
An Oddly-Positioned Position Paper on Context and Ontology
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315
Review and Alignment of Tag Ontologies for Semantically-Linked Data in Collaborative Tagging Spaces
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323
Hybrid Semantic Web Service Retrieval: A Case Study with OWLS-MX
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331
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339
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347
Deployed Semantic Services for the Common User of the Web: A Reality Check
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354
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362
Resolving Multiperspective Requirements Traceability through Ontology Integration
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370
Embedded Modules for Speaker Classification
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378
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386
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394
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402
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410
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418
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426
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432
TcruziKB: Enabling Complex Queries for Genomic Data Exploration
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440
Semantic Approach to Middleware-Driven Run-Time Context-Aware Adaptation Decision
Wei, Edwin J. Y. / Chan, Alvin T. S. | 2008
448
A Tool for Annotating Services with Domain Specific Semantics
Loutas, Nikolaos / Giantsiou, Lemonia / Simov, Alex / Peristeras, Vassilios / Tarabanis, Konstantinos | 2008
456
Appscio: A Software Environment for Semantic Multimedia Analysis
Friedland, Gerald / Hensley, Eden / Jain, Ramesh / Schumacher, Jerry | 2008
460
Adopting Graph Traversal Techniques for Context-Driven Value Sets Extraction from Biomedical Knowledge Sources
Pathak, Jyotishman / Jiang, Guoqian / Dwarkanath, Sridhar O. / Buntrock, James D. / Chute, Christopher G. | 2008
468
Ontology-Based Topic Extraction Service from Weblogs
Nagano, Shinichi / Inaba, Masumi / Mizoguchi, Yumiko / Iida, Takayuki / Kawamura, Takahiro | 2008
476
Ontology Refactoring
Ostrowski, David A. | 2008
480
OPOSSum - An Online Portal to Collect and Share SWS Descriptions
Küster, Ulrich / König-Ries, Birgitta / Krug, Andreas | 2008
482
Semantically-Assisted Integration Query Editing in the AquaLogic Data Services Platform
Carey, M. / Ghandeharizadeh, S. / Mehta, K. / Mork, P. / Seligman, L. / Srivastava, S. / Thatte, S. | 2008
484
OPTIMA: Tool for Ontology Alignment with Application to Semantic Reconciliation of Sensor Metadata for Publication in SensorMap
Kolli, Ravikanth / Doshi, Prashant | 2008
486
Utilizing Federated Knowledge in Semantic Web Applications
Aasman, Jans | 2008
488
Activity Recognition Using a Web 3.0 Database
Aasman, Jans | 2008
490
Discovering Entities Relationships on the Web
Yu, Wei / Chen, Junpeng / Yu, Guoying | 2008
492
The WSMO-PA Service Editor
Giantsiou, Lemonia / Simov, Alex / Loutas, Nikolaos / Peristeras, Vassilios / Tarabanis, Konstantinos | 2008
494
ELF: A Constraint-Aware XQuery Engine for Processing XML Streams with Minimized Memory Footprint
Li, Ming / Mani, Murali / Rundensteiner, Elke A. | 2008
496
WSMX Middleware for Dynamic Discovery in B2B Integration
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498
Towards a Semantic Enabled Middleware for Publish/Subscribe Applications
Facca, Federico M. / Komazec, Srdjan / Zaremba, Michal | 2008
504
Semantic Agent Programming Language (S-APL): A Middleware Platform for the Semantic Web
Katasonov, Artem / Terziyan, Vagan | 2008
512
Towards a RESTful Plug and Play Experience in the Web of Things
Stirbu, Vlad | 2008
518
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524
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Fensel, Dieter / van Harmelen, Frank / Andersson, Bo / Brennan, Paul / Cunningham, Hamish / Della Valle, Emanuele / Fischer, Florian / Huang, Zhisheng / Kiryakov, Atanas / Lee, Tony Kyung-il et al. | 2008
530
SOA4All, Enabling the SOA Revolution on a World Wide Scale
Domingue, John / Fensel, Dieter / González-Cabero, Rafael | 2008
538
Scalability in Semantic Computing: Semantic Middleware
Krummenacher, Reto / Simperl, Elena / Fensel, Dieter | 2008
546
Semantic Business Process Management: Scaling Up the Management of Business Processes
Pedrinaci, Carlos / Domingue, John / Brelage, Christian / van Lessen, Tammo / Karastoyanova, Dimka / Leymann, Frank | 2008
554
Entity Name System: The Back-Bone of an Open and Scalable Web of Data
Bouquet, Paolo / Stoermer, Heiko / Niederee, Claudia / Maña, Antonio | 2008
562
A Conceptual Roadmap for Scalable Semantic Computing
Hench, Graham / Simperl, Elena / Wahler, Alexander / Fensel, Dieter | 2008
569
Military Textual Analysis and Chat Research
Medina, Emily W. | 2008
573
DoD Collaboration and Chat Systems: Current Status and Way Ahead
Duffy, LorRaine T. | 2008
577
Tactical Situation Assessment Technologies (TSAT)
Medina, Emily W. / Duffy, LorRaine T. | 2008
581
Topic Detection and Extraction in Chat
Adams, Paige H. / Martell, Craig H. | 2008
589
Semantic Models for Ad Hoc Interactions in Mobile, Ubiquitous Environments
Bouillet, Eric / Feblowitz, Mark / Liu, Zhen / Ranganathan, Anand / Riabov, Anton | 2008
597
Mobile Mashups: Thoughts, Directions, and Challenges
Maximilien, E. Michael | 2008
601
Semantic Web Approach to Personal Information Management on Mobile Devices
Lassila, Ora | 2008
608
Author index
| 2008
612
Publisher's Information
| 2008
C1
Cover Art
| 2008
i
Title Page i
| 2008
iii
Title Page iii
| 2008
iv
Title Page iv - Copyright Page
| 2008
v
Table of Contents
| 2008
xii
Greetings from the General Chairs and Conference Chairs
| 2008
xiii
Greetings from the Technical Program Committee Chairs
| 2008
xiv
Organizing Committee
| 2008
xvii
Sponsors
| 2008