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Towards policy decomposition for autonomic systems governance by applying biologically inspired techniques

Towards policy decomposition for autonomic systems governanc...

引用

2008 IEEE Network Operations and Management Symposium Workshops - NOMS 08

作者： Keeney, John Wade, Vincent Knowledge and Data Engineering Group School of Computer Science and Statistics Trinity College Dublin Dublin 2 Ireland

ISBN: (纸本)9781424420674

Policy-based management systems use declarative rules to govern their operation whilst satisfying the goals of the system. One of the fundamental issues in policy engineering remains the inability to automatically refine high-level goals to low level achievable goals, many of which will be interdependent and conflicting. This paper introduces the automated decomposition and refinement of management policies through the optimisation of balancing constraints by the innovative integration metaheuristic algorithms. © 2008 IEEE.

关键词： Public policy

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GTMalpha - Towards a graphical notation for topic maps

GTMalpha - Towards a graphical notation for topic maps

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4th International Conference on Topic Maps Research and Applications, TMRA 2008

作者： Thomas, Hendrik Redmann, Tobias Pressler, Maik Markscheffel, Bernd Knowledge and Data Engineering Group School of Computer Science and Statistics Trinity College Dublin Ireland Department of Information and Knowledge Management Faculty of Economic Sciences Ilmenau University of Technology Germany

ISBN: (纸本)9783941152052

In the last years several drafts, recommendations and concepts for a graphical notation for Topic Maps have been published, but till today no graphical notation is generally approved and used in the Topic Maps community. In this paper we present GTMalpha as a conceptual new notation for a graphical representation of Topic Maps. Our objective is, to provide a practical usable notation, which allows a complete, consistent as well as easy to use graphical representation of any given topic map draft. GTMalpha provides a domain as well as a subject centric view and most important it considers the unique characteristics of the Topic Maps paradigm. This paper serves as a user oriented GTMalpha manual for ontology designers, domain experts as well as users.

关键词： Ontology

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Arabic/English word translation disambiguation using parallel corpora and matching schemes

Arabic/English word translation disambiguation using paralle...

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12th Conference of the European Association for Machine Translation, EAMT 2008

作者： Ahmed, Farag Nürnberger, Andreas Data and Knowledge Engineering Group Faculty of Computer Science Otto-von-Guericke-University of Magdeburg Building 29 Universitätsplatz 2 39106 Magdeburg Germany

ISBN: (纸本)9783000257704

The limited coverage of available Arabic language lexicons causes a serious challenge in Arabic cross language information retrieval. Translation in cross language information retrieval consists of assigning one of the semantic representation terms in the target language to the intended query. Despite the problem of the completeness of the dictionary, we also face the problem of which one of the translations proposed by the dictionary for each query term should be included in the query translations. In this paper, we describe the implementation and evaluation of an Arabic/English word translation disambiguation approach that is based on exploiting a large bilingual corpus and statistical co-occurrence to find the correct sense for the query translations terms. The correct word translations of the given query term are determined based on their cohesion with words in the training corpus and a special similarity score measure. The specific properties of the Arabic language that frequently hinder the correct match are taken into account.

关键词： Semantics

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Avoiding "big brother" anxiety with progressive self-management of ubiquitous computing services 5

Avoiding "big brother" anxiety with progressive self-managem...

引用

5th International ICST Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2008

作者： Feeney, Kevin Lewis, Dave McGlinn, Kris O'Sullivan, Declan Holohan, Anne Knowledge and Data Engineering Group School of Computer Science and Statistics Trinity College Dublin Ireland Department of Sociology Trinity College Dublin Ireland

ISBN: (纸本)9789639799219

Despite the significant research over the last ten years, commercial ubiquitous computing environments and pervasive applications remain thin on the ground. This paper looks at the explosion in application creativity on the internet in recent years - the so-called web 2.0' - in order to identify the obstacles to application creativity in ubiquitous computing. Although technological and standardisation advances are progressively diminishing the scale of the technical problems in the domain, how to manage such applications in such a way so as to encourage user-acceptance remains an open question. It is a question that is particularly difficult due to the serious privacy concerns and the need for negotiated management of services between users due to physically embedded nature of sensor-driven applications. We describe a technical platform which is designed to allow users of ubiquitous computing environments to manage their own personal data and share it in a controlled way and describe an experimental programme to measure the relationship between users' perception of how much control they can exercise over their personal data and their acceptance of ubiquitous computing applications. Copyright © 2008 ICST.

关键词： Ubiquitous computing

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Towards Policy Decomposition for Autonomic Systems Governance by Applying Biologically Inspired Techniques.

Towards Policy Decomposition for Autonomic Systems Governanc...

引用

IEEE Network Operations and Management Symposium Workshops (NOMS Workshops)

作者： John Keeney Vincent Wade Knowledge & Data Engineering Group School of Computer Science and Statistics Dublin Ireland

ISBN: (纸本)9781424420674

关键词： Humans data engineering computer science Statistics Educational institutions knowledge management engineering management Innovation management Constraint optimization Multidimensional systems

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Arabic/english word translation disambiguation approach based on naive bayesian classifier

Arabic/english word translation disambiguation approach base...

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International Multiconference on computer science and Information Technology, IMCSIT

作者： Farag Ahmed Andreas Nurnberger Data and Knowledge Engineering Group Faculty of Computer Science Otto-von-Guericke University of Magdeburg Magdeburg Germany

We present a word sense disambiguation approach with application in machine translation from Arabic to English. The approach consists of two main steps: First, a natural language processing method that deals with the rich morphology of Arabic language and second, the translation including word sense disambiguation. The main innovative features of this approach are the adaptation of the Naive Bayesian approach with new features to consider the Arabic language properties and the exploitation of a large parallel corpus to find the correct sense based on its cohesion with words in the training corpus. We expect that the resulting system will overcome the problem of the absence of the vowel signs, which is the main reason for the translation ambiguity between Arabic and other languages.

关键词： Bayesian methods

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SocialWeb Communities Executive Summary of the Dagstuhl Seminar

SocialWeb Communities Executive Summary of the Dagstuhl Semi...

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Social Web Communities 2008

作者： Alani, Harith Staab, Steffen Stumme, Gerd Address Harith Research Group ISWeb - Information Systems and Semantic Web University of Koblenz-Landau Univ.str. 1 Koblenz56016 Germany Knowledge & Data Engineering Group Department of Mathematics and Computer Science University of Kassel Wilhelmshöher Allee 73 Kassel34121 Germany

Blogs, Wikis, and Social Bookmark Tools have rapidly emerged on the Web. The reasons for their immediate success are that people are happy to share information, and that these tools provide an infrastructure for doing so without requiring any specific skills. At the moment, there exists no foundational research for these systems, and they provide only very simple structures for organising knowledge. Individual users create their own structures, but these can currently not be exploited for knowledge sharing. The objective of the seminar was to provide theoretical foundations for upcoming Web 2.0 applications and to investigate further applications that go beyond bookmark- and file-sharing. The main research question can be summarized as follows: How will current and emerging resource sharing systems support users to leverage more knowledge and power from the information they share on Web 2.0 applications? Research areas like Semantic Web, Machine Learning, Information Retrieval, Information Extraction, Social Network Analysis, Natural Language Processing, Library and Information sciences, and Hypermedia Systems have been working for a while on these questions. In the workshop, researchers from these areas came together to assess the state of the art and to set up a road map describing the next steps towards the next generation of social software. © 2008 Dagstuhl Seminar Proceedings. All rights reserved.

关键词： Natural language processing systems

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Coping with Diverse Semantic Models when Routing Ubiquitous Computing Information

Coping with Diverse Semantic Models when Routing Ubiquitous ...

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IEEE Network Operations and Management Symposium Workshops (NOMS Workshops)

作者： Song Guo John Keeney Declan O'Sullivan David Lewis Knowledge & Data Engineering Group (KDEG) Centre for Telecommunications Value Chain Research (CTVR)School of Computer Science & Statistics Trinity College Dublin Ireland

ISBN: (纸本)9781424420674

Routing of contextual information within ubiquitous computing environments is a key challenge that must be tackled for such environments to be successful. It is accepted that such routing systems need to cope with mobile and volatile sources and destinations of contextual information, and semantic-based publish subscribe systems have been proposed as a means to support this. However such systems typically assume a common semantic model underpinning the routing which limits their ability to cope with heterogeneity. In contrast, the authors have developed a semantic-based publish subscribe system that is unique in allowing several semantic models to support routing. It is known from previous work that the number of semantic models in memory directly impacts on performance of routing, and that different loading strategies are needed, the selection of which is influenced by: the characteristics of the semantic model itself, the applications using the system and the network environment. This paper however just focuses on the experiments that have been undertaken to determine the key semantic model characteristics that may influence the selection of which loading strategy to use.

关键词： Routing Ubiquitous computing Ontologies Subscriptions Publish-subscribe Context-aware services Pervasive computing Temperature sensors Context Matched filters

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Adaptive personalization of multimodal vehicular interfaces using a hybrid recommendation approach with fuzzy preferences

Adaptive personalization of multimodal vehicular interfaces ...

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IEEE Symposium on Intelligent Vehicle

作者： Philipp Fischer Michael Cebulla Andre Berton Andreas Nurnberger Sandro Rodriguez Garzon Group Research and Advanced Engineering Department Infotainment & Telematics Daimler AG Ulm Berlin Germany Center for Automotive Information Technology Innovations (DCAITI) Technical University Berlin Germany Department of Knowledge and Language Engineering Faculty of Computer Science Otto-von-Guericke University of Magdeburg Magdeburg Germany

User-adaptive and situation-aware presentation of information on multimodal interfaces is an important research area for coping with the increasing information load on the driver. This paper describes a comprehensive recommendation approach for inferring vague individual preferences under uncertain conditions by using fuzzy preference relations. The approach was applied to rank internet information on a multimodal driver interface in the vehicle. New information gets successively downloaded to the car by using digital media broadcast and the driver can query information (e.g. press review, cheap petrol stations, snow reports) by using natural language queries. Incoming information elements are gradually matched to ontology categories by a fuzzy membership value based on term frequency. User perferences are learned from interaction and recommendations for content items is based on the resulting preference model. Three different types of fuzzy relations are aggregated to an overall preference score: explicit preferences, implicit preferences, and global preferences. The later influence preference values of one driver based on other drivers in vehicular ad-hoc networks. Therefore, the approach is not solely based on the presence of one kind of interaction data. Furthermore, the situation is modeled using the concept of granules and influences the overall preference score.

关键词： Vehicles

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Integrating the policy dialectic into dynamic spectrum management

Integrating the policy dialectic into dynamic spectrum manag...

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2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks

作者： Lewis, David Feeney, Kevin O'Sullivan, Declan Knowledge and Data Engineering Group Department of Computer Science and Statistics Ireland CTVR Ireland Knowledge and Data Engineering Group (KDEG) Department of Computer Science and Statistics TCD Ireland

ISBN: (纸本)9781424406623

In this paper we propose a holistic approach to modeling the management of dynamic spectrum access (DSA). We argue that the range to issues involved requires not just a management scheme, but also a meta-management scheme whereby management processes are monitored, analyzed and improved. In this way different proposals for management can be refined through interaction in a dialectic that reacts to the problems and conflicts of a given management scheme as well as the changes in the technological, social, economic and political environment. We examine Stafford Beer's Viable Systems Model as a possible basis for a framework that encompasses a variety of feedback loops involved in addressing operations, management and meta-management together. We also propose how this model could be mapped onto a concrete policy meta-management system and sketch out issues worthy of further investigation in developing a holistic DSA management framework.

关键词： Metadata

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