Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014)最新文献_第2页

Extending automated intelligence systems via graph database: A case study of the "Meth Hunter" 通过图形数据库扩展自动化智能系统:以“冰毒猎人”为例

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051898

M. Blair, Yunkai Liu, Theresa M. Vitolo

引用次数: 2

Towards a refactoring catalogue for knowledge discovery metamodel 面向知识发现元模型的重构目录

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051940

R. Durelli, Daniel S. M. Santibáñez, M. Delamaro, V. V. D. Camargo

{"title":"Towards a refactoring catalogue for knowledge discovery metamodel","authors":"R. Durelli, Daniel S. M. Santibáñez, M. Delamaro, V. V. D. Camargo","doi":"10.1109/IRI.2014.7051940","DOIUrl":"https://doi.org/10.1109/IRI.2014.7051940","url":null,"abstract":"Refactorings are a well known technique that assist developers in reformulating the overall structure of applications aiming to improve internal quality attributes while preserving their original behavior. One of the most conventional uses of refactorings are in reengineering processes, whose goal is to change the structure of legacy systems aiming to solve previously identified structural problems. Architecture-Driven Modernization (ADM) is the new generation of reengineering processes; relying just on models, rather than source code, as the main artifacts along the process. However, although ADM provides the general concepts for conducting model-driven modernizations, it does not provide instructions on how to create or apply refactorings in the Knowledge Discovery Metamodel (KDM) metamodel. This leads developers to create their own refactoring solutions, which are very hard to be reused in other contexts. One of the most well known and useful refactoring catalogue is the Fowler's one, but it was primarily proposed for source-code level. In order to fill this gap, in this paper we present a model-oriented version of the Fowler's Catalogue, so that it can be applied to KDM metamodel. In this paper we have focused on four categories of refactorings: (j') renaming, (w) moving features between objects, (iii) organizing data, and (iv) dealing with generalization. We have also developed an environment to support the application of our catalogue. To evaluate our solution we conducted an experiment using eight open source Java application. The results showed that our catalogue can be used to improve the cohesion and coupling of the legacy system.","PeriodicalId":360013,"journal":{"name":"Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121572756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Time properties verification of UML/MARTE real-time systems UML/MARTE实时系统的时间属性验证

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051915

Aymen Louati, Kamel Barkaoui, Chadlia Jerad

引用次数: 7

Paradigm integration in a specification course 规范课程中的范式集成

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051929

M. Martins, A. Madeira, L. Barbosa, Renato Neves

引用次数: 1

Towards a technology roadmap for big data applications in the healthcare domain 为医疗保健领域的大数据应用制定技术路线图

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051902

S. Zillner, Heiner Oberkampf, C. Bretschneider, A. Zaveri, W. Faix, S. Neururer

引用次数: 16

Deploying malware detection software for smart phones 为智能手机部署恶意软件检测软件

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051867

Nathan McDaniel, B. Thuraisingham, L. Khan

引用次数: 1

Kalman-filter algorithm and PMUs for state estimation of distribution networks 配电网状态估计的卡尔曼滤波算法与pmu

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051983

F. Shabaninia, M. Vaziri, M. Amini, M. Zarghami, S. Vadhava

引用次数: 2

Semantics management for big networks 大型网络的语义管理

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051885

B. Mokhtar, M. Eltoweissy

{"title":"Semantics management for big networks","authors":"B. Mokhtar, M. Eltoweissy","doi":"10.1109/IRI.2014.7051885","DOIUrl":"https://doi.org/10.1109/IRI.2014.7051885","url":null,"abstract":"We define \"Big Networks\" as those that generate big data and can benefit from big data management in their operations. Examples of big networks include the emerging Internet of things and social networks. A major challenge in big networks is storing, processing and accessing massive multidimensional data to extract useful information for more efficient and smarter networking operations. Dimension reduction, learning patterns and extracting semantics from big data would help in mitigating such challenge. We have proposes a network \"memory\" system, termed NetMem, with storage and recollection mechanisms to access and manage data semantics in the Internet. NetMem is inspired by functionalities of human memory for learning patterns from huge amounts of data. In this paper we refine NetMem design and explore hidden Markov models, latent dirichlet allocation, and simple statistical analysis-based techniques for semantic reasoning in NetMem. In addition, we utilize locality sensitive hashing for reducing dimensionality. Our simulation study demonstrates the benefits of NetMem and highlights the advantages and limitations of the aforementioned techniques both with and without dimensionality reduction.","PeriodicalId":360013,"journal":{"name":"Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014)","volume":"33 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126113891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Toward inferring the age of Twitter users with their use of nonstandard abbreviations and lexicon 通过使用非标准缩写词和词汇来推断Twitter用户的年龄

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051893

N. Moseley, Cecilia Ovesdotter Alm, M. Rege

{"title":"Toward inferring the age of Twitter users with their use of nonstandard abbreviations and lexicon","authors":"N. Moseley, Cecilia Ovesdotter Alm, M. Rege","doi":"10.1109/IRI.2014.7051893","DOIUrl":"https://doi.org/10.1109/IRI.2014.7051893","url":null,"abstract":"Automatically determining demographic profile attributes of writers with high accuracy, based on their texts, can be useful for a range of application domains, including smart ad placement, security, the discovery of predator behaviors, enabling automatic enhancement of participants profiles for extended analysis, and various other applications. Attributes such as author gender can be determined with some amount of success from many sources, using various methods, such as analysis of shallow linguistic patterns or topic. Author age is more difficult to determine, but previous research has been somewhat successful at classifying age as a binary (e.g. over or under 30), ternary, or even as a continuous variable using various techniques. In this work, we show that word and phrase abbreviation patterns can be used toward determining user age using novel binning. Notable results include classification accuracy of up to 82.8%, which was 67.0% above relative majority class baseline when classifying user ages into 10 equally sized age bins using a support vector machine classifier and PCA extracted features (including n-grams) and 50.8% (33.7% above baseline) when using only abbreviation features. Also presented is an analysis of the evident change in abbreviation use over time on Twitter.","PeriodicalId":360013,"journal":{"name":"Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124813097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Formalization and analysis of timed BPEL 定时BPEL的形式化和分析

Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) Pub Date : 2014-08-01 DOI: 10.1109/IRI.2014.7051928

Imed Eddine Chama, Nabil Belala, Djamel-Eddine Saïdouni

引用次数: 6