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检索条件"任意字段=7th International Conference on Advanced Language Processing and Web Information Technology"

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Tag-topic model for semantic knowledge acquisition from blogs

Tag-topic model for semantic knowledge acquisition from blog...

引用

7th international conference on Natural language processing and Knowledge Engineering, NLP-KE 2011

作者： Li, Fang Shen, Huiyu He, Tingting Engineering and Research Center for Information Technology on Education Huazhong Normal University Wuhan China Huazhong Normal University Press Huazhong Normal University Wuhan China Department of Computer Science Huazhong Normal University Wuhan China

ISBN: (纸本)9781612847283

this paper proposed a tag-topic model for semantic knowledge acquisition from blogs. the model extends the Latent Dirichlet Allocation by adding a tag layer between the document and topic layer, it represents each document with a mixture of tags, each tag is associated with a multinomial distribution over topics and each topic is associated with a multinomial distribution over words. After parameters estimating, the tags are regarded as concepts, the top words arranged to the top topics are selected as related words of the concepts, and PMI-IR is utilized for filtering out noisy words to improve the quality of the semantic knowledge. Experimental results show that the tag-topic model can effectively capture semantic knowledge. © 2011 IEEE.

关键词： Blogs

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EP-SPARQL: A unified language for event processing and stream reasoning 11

EP-SPARQL: A unified language for event processing and strea...

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20th international conference on World Wide web, WWW 2011

作者： Anicic, Darko Fodor, Paul Rudolph, Sebastian Stojanovic, Nenad FZI Research Center for Information Technology Karlsruhe Germany Stony Brook University Stony Brook NY United States Karlsruhe Institute of Technology Karlsruhe Germany

ISBN: (纸本)9781450306324

Streams of events appear increasingly today in various web applications such as blogs, feeds, sensor data streams, geospatial information, on-line financial data, etc. Event processing (EP) is concerned with timely detection of compound events within streams of simple events. State-of-the-art EP provides on-the-y analysis of event streams, but cannot combine streams with background knowledge and cannot perform reasoning tasks. On the other hand, semantic tools can effectively handle background knowledge and perform reasoning thereon, but cannot deal with rapidly changing data provided by event streams. To bridge the gap, we propose Event processing SPARQL (EP-SPARQL) as a new language for complex events and Stream Reasoning. We provide syntax and formal semantics of the language and devise an effective execution model for the proposed formalism. the execution model is grounded on logic programming, and features effective event processing and inferencing capabilities over temporal and static knowledge. We provide an open-source prototype implementation and present a set of tests to show the usefulness and effectiveness of our approach. Copyright © 2011 by the Association for Computing Machinery, Inc. (ACM).

关键词： Semantic web

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A method for new word extraction on Chinese large-scale query logs

A method for new word extraction on Chinese large-scale quer...

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2011 7th international conference on Computational Intelligence and Security, CIS 2011

作者： Sun, Rui Jin, Peng Lai, Juan Laboratory of Intelligent Information Processing and Application Leshan Normal University Leshan China

ISBN: (纸本)9780769545844

Chinese word segmentation is a base, difficult and important problem in natural language processing. New word is a bottleneck to Chinese word segmentation. the query log of search engine contains user habits and behaviors. there are many popular words and professional terms in these logs. We present a new word extraction method, which uses the grammar rules and statistics information. the experiment was run on the Sogou query logs. Our method can achieve the precision rate of 59.9%, the recall rate of 44.1%, and the F-measure of 50.8%. Experimental results show this method has strong extensibility and good effect, and provide guarantee for improving the performance of word segment system. © 2011 IEEE.

关键词： Search engines

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A review of information technology use in medical education: An overview

A review of information technology use in medical education:...

引用

7th international conference on information processing and Management, ICIPM 2011

作者： Luanrattana, Rattiporn Business Information Systems Department Martin de Tours School of Management and Economics Assumption University Bangkok Thailand

ISBN: (纸本)9788988678442

this paper explores the information technology (IT) use in medical education in general. Method: Database searches were conducted by using relevant keywords that related to the use of IT in medical education, medical settings and aspects regarding the use of IT in such areas. Results: A number of technologies have been adopted into medical education, for instance, virtual practice or virtual patients, online guide learning, web-based instruction and distance learning method. However, the challenges of technology adoption in medical education are also identified, including lack of engagement, transferability and evaluation, learning culture, education and training on using technology, financial implications, infrastructure constraints and technical aspects. In addition, several recommendations for incorporating or adopting technology in medical education are also determined. Conclusion: A little is now whether technology can be incorporated or adopted at the very beginning of medical education in thailand. therefore the further study is to determine IT use and appropriate functionalities, other influence factors that might impact for technology adoption to medical education in thai medical schools and;whether this is feasible to deploy IT into thai medical schools in particular from the very beginning throughout the final year. © 2011 AICIT.

关键词： Computer aided instruction

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Towards an IDM approach of transforming web services into ACME providing quality of service

Towards an IDM approach of transforming web services into AC...

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7th international conference on Semantics, Knowledge, and Grids, SKG 2011

作者： Mhamdi, Amel Maraoui, Raoudha Graiet, Mohamed Kmimech, Mourad Bhiri, Mohamed Tahar Cariou, Eric MIRACL ISIMS BP 1030 Sfax 3018 Tunisia Université de Pau et des Pays de l'Adour Avenue de l'Université BP 1155 64013 PAU Cedex France

ISBN: (纸本)9780769545158

In this paper, the work developed aims at contributing to the research related to the Quality of Service (QoS) for web services. We started this research by providing a comprehensive review and description of the QoS specifications that comprise some already existing factors contributing to the QoS and some newly proposed ones. these include the availability, accessibility, reliability, integrity, the response time of the service, security, performance, etc. Hence, the aim of this research is two folds, first, it helps the designers and developers to provide better web services and second, and it helps ensure consistent software architecture as a reference model for many applications. To achieve this, we model, first, the meta-QoS model of the web services. then, we formalize the QoS of the web services by referring to ARMANI which provides a language of predicates that is powerful enough to reconcile any mismatches and, thus, provide a reliable composition of the web services. We also, handle the mediation of the composite web services with the ACME using an automatic MDE approach and implementing a tool for this aim: web services compositions are transformed onto ACME specifications. We are the, able to check the composition of the web services through the ACME verification tools. © 2011 IEEE.

关键词： web services

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Development and evaluation of defaced sites automatic detection system DICE

Development and evaluation of defaced sites automatic detect...

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7th international conference on Intelligent information Hiding and Multimedia Signal processing, IIHMSP 2011

作者： Tanaka, Tatsuya Kai, Toshifumi Tamura, Yusuke Sasaki, Ryoichi Graduate School of Science and Technology for Future Life Information Systems and Multimedia Design Tokyo Denki University Tokyo Japan EMIT Platform Development Center Panasonic Electric Works Co.Ltd. Tokyo Japan Business System Planning and Design Department Seiko Epson Corporation Suwa Japan Department of Lnformation Systems and Multimedia Design Tokyo Denki University Tokyo Japan

ISBN: (纸本)9780769545172

Recently, the falsification attack to bury an illegal script under the web site by using SQL injection becomes a problem. Authors previously proposed the detection method by the algorithm made based on the site title actually obtained through the survey of a falsification site and an illegal script and the analysis data of the description pattern of the script. In this study, we improved the method to obtain higher detection rate by Hayashi's quantification theory type 2. We also implemented the old and new methods as gDefaced Sites Automatic Detection System DICEh on a proxy server program named Squid. this paper reports the method, the implemented program and the results of functional experiment and performance experiment. © 2011 IEEE.

关键词： Access control

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A discriminative latent model for Chinese multiword expression extraction

A discriminative latent model for Chinese multiword expressi...

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7th international conference on Natural language processing and Knowledge Engineering, NLP-KE 2011

作者： Sun, Xiao School of Computer and Information Hefei University of Technology Hefei 230009 China

ISBN: (纸本)9781612847283

In this paper, we propose a discriminative latent model to extract Chinese multiword expressions from corpus resources as part of a larger research effort to improve machine translation(MT) system such as Super Function based Machine Translation(SFBMT). For existing MT systems, especially Statistic based MT(SBMT), the issue of multiword expressions (MWEs) detection and accurate correspondence from source to target language remains an unsolved problem. Template or Super Function based machine translation system suffer less from the existance of MWEs, but MWEs are still main holdback of MT systems. Our initial experiments on the Chinese-Japanese MT systems reveal that, where MWEs exist, SFBMT system suffer in terms of both efficiency ,comprehensibility and adequacy of finding the translation functions. Statistic based Machine Translation suffers more than SFBMT. For SFBMT systems to become of further practical use, they need to be enhanced with MWEs processing capability. As part of our study towards this goal, we proposed a discriminative latent model, which was developed for sequence labeling task, for identifying and extracting Chinese MWEs. In our evaluation, the tool achieved precisions ranging from 71.46% to 95.87% for different types of MWEs. Such results demonstrate that it is feasible to automatically identify many Chinese MWEs using our tool, Super Function based MT will be further improvement after the Chinese MWEs have been detected. © 2011 IEEE.

关键词： Machine translation

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How statistical information from the web can help identify named entities

How statistical information from the Web can help identify n...

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作者： Roche, Mathieu LIRMM CNRS Univ. Montpellier 2 161 rue Ada 34392 Montpellier Cedex 5 France

ISBN: (纸本)9789898425515

this paper presents a Natural language processing (NLP) approach to filter Named Entities (NE) from a list of collocation candidates. the NE are defined as the names of 'People', 'Places', 'Organizations', 'Software', 'Illnesses', and so forth. the proposed method is based on statistical measures associated with web resources to identify NE. Our method has three stages: (1) Building artificial prepositional collocations from Noun-Noun candidates;(2) Measuring the "relevance" of the resulting prepositional collocations using statistical methods (web Mining);(3) Selecting prepositional collocations. the evaluation of Noun-Noun collocations from French and English corpora confirmed the relevance of our system.

关键词： Terminology

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ATL transformation for the generation of SCA model

ATL transformation for the generation of SCA model

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7th international conference on Semantics, Knowledge, and Grids, SKG 2011

作者： Louhichi, Soumaya Graiet, Mohamed Kmimech, Mourad Bhiri, Mohamed Tahar Gaaloul, Walid Cariou, Eric MIRACL ISIMS BP 1030 Sfax 3018 Tunisia 9 rue Charles Fourier 91 011 Évry Cedex France Université de Pau et des Pays de l'Adour Avenue de l'Université BP 1155 64013 PAU Cedex France

ISBN: (纸本)9780769545158

Service Component Architecture specification (SCA) is an emerging and promising technology for the development, deployment and integration of Internet applications. this technology supports the management of dynamic availability and treats the heterogeneity between the components of distributed applications. However, this technology is not able to solve all problems. Currently, software systems are evolving. this factor makes development and maintenance of systems more complex than before. One solution to remedy this was the use of the Model Driven Engineering (MDE) approach in the development process. the aim of this paper is to apply an MDE automation type ensuring the passage from an UML 2.0 model to SCA model. To achieve this, we study two metamodels: the UML 2.0 component metamodel and the SCA meta-model. To ensure traceability between these two meta-models, we have defined transformation rules in ATL language. © 2011 IEEE.

关键词： ATL transformation Component architectures Connectors Internet application Programming SCA meta-model Service oriented architecture Transforms UML 2.0 component metamodel Unified modeling language Wires distributed application components distributed proce

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Event recognition based on time series characteristics

Event recognition based on time series characteristics

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2011 8th international conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th international conference on Natural Computation, ICNC'11

作者： Li, Fenghuan Zheng, Dequan Zhao, Tiejun MOE-MS Key Laboratory of Natural Language Processing and Speech Harbin Institute of Technology Harbin China

ISBN: (纸本)9781612841816

Event recognition and temporal information analysis are important subtasks in information extraction (IE). In this paper, event recognition based on time series characteristics is proposed. In the pipeline of event recognition, trigger word table is extracted from training corpus and extended based on the field and thesaurus, which is regarded as a priori knowledge. then event recognition is carried out using trigger words and support vector machine (SVM). Temporal expressions are normalized primarily when recognizing event time. Especially, keywords on time and their priorities are taken into account. Finally, events are sorted by time series characteristics. the results show that methods proposed in this paper are valid and effective. © 2011 IEEE.

关键词： Support vector machines

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