Proceedings of the XIV Brazilian Symposium on Information Systems最新文献_第3页

Database Internal Security Controls for SOX Law Certification 数据库内部安全控制SOX法律认证

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229393

Kamilla Dória da Silveira, R. Fidalgo

引用次数: 0

AutoCosmic: COSMIC Automated Estimation and Management Tool AutoCosmic: COSMIC自动评估和管理工具

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229409

Miguel Ecar, Fabio Kepler, J. P. S. D. Silva

引用次数: 3

The Use of the Convolutional Neural Network as an Emotion Classifier in a Music Recommendation System 卷积神经网络作为情感分类器在音乐推荐系统中的应用

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229389

Pedro S. Lopes, Eduardo Lasmar, R. L. Rosa, D. Z. Rodríguez

{"title":"The Use of the Convolutional Neural Network as an Emotion Classifier in a Music Recommendation System","authors":"Pedro S. Lopes, Eduardo Lasmar, R. L. Rosa, D. Z. Rodríguez","doi":"10.1145/3229345.3229389","DOIUrl":"https://doi.org/10.1145/3229345.3229389","url":null,"abstract":"Currently, social networks has been used for its users, and exploited by mechanisms of quality measurement systems and recommendation of products and services. The Recommendation Systems (SR) have used the data of the social networks and in parallel they have applied the sentiment and affective analysis in such data. However, there is still a concern in increasing the accuracy of the sentiment and affective analysis. This article introduces an SR, which extracts the texts of the users of the social networks and suggests musical styles based on the sentiment analysis by lexical approach and based on the affective analysis through the machine learning. The Convolutional Neural Network algorithm used for the emotion classification of hapiness, sadness, anger, fear, disgust and surprise presented a precision higher than the found in related works. Classification results of the F-Measure were of 0.98 e 0.96 for the emotion of sadness and anger, respectively. In addition, SR was assessed by means of subjective tests and the experimental results show that 97% of users approved the SR proposal.","PeriodicalId":284178,"journal":{"name":"Proceedings of the XIV Brazilian Symposium on Information Systems","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126449276","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: 3

Performance Evaluation of Heuristics for Cloud Workload Balancing 云工作负载平衡的启发式性能评估

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229417

Natan B. Morais, Rafael M. D. Frinhani, B. Kuehne, Dionisio Machado Leite Filho, M. Peixoto, B. Batista

{"title":"Performance Evaluation of Heuristics for Cloud Workload Balancing","authors":"Natan B. Morais, Rafael M. D. Frinhani, B. Kuehne, Dionisio Machado Leite Filho, M. Peixoto, B. Batista","doi":"10.1145/3229345.3229417","DOIUrl":"https://doi.org/10.1145/3229345.3229417","url":null,"abstract":"Cloud computing introduces a new level of flexibility and scalability for providers and clients, because it addresses challenges such as rapid change in Information Technology (IT) scenarios and the need to reduce costs and time in infrastructure management. However, to be able to offer quality of service (QoS) guarantees without limiting the number of requests accepted, providers must be able to dynamically and efficiently scale service requests to run on the computational resources available in the data centers. Load balancing is not a trivial task, involving challenges related to service demand, which can shift instantly, to performance modeling, deployment and monitoring of applications in virtualized IT resources. In this way, the aim of this paper is to develop and evaluate the performance of different load balancing heuristics for a cloud environment in order to establish a more efficient mapping between the service requests and the virtual machines that will execute them, and to ensure the quality of service as defined in the service level agreement. By means of experiments, it was verified that the proposed heuristics presented better results when compared with traditional and artificial intelligence heuristics.","PeriodicalId":284178,"journal":{"name":"Proceedings of the XIV Brazilian Symposium on Information Systems","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132665957","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

Goal-Oriented Model Conversion to Automated Planning Problem Using Hierarchical Task Networks 基于分层任务网络的目标导向模型自动规划问题转换

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229402

Allisson M. R. Barros, V. Nunes, C. Ralha

引用次数: 0

Building Educational Games from a Feature Model 从功能模型构建教育类游戏

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229349

Gevã Martins, Welington Veiga, Fernanda Campos, Victor Ströele, J. M. David, Regina M. M. Braga

引用次数: 4

Empirical Evaluation of Formal Method for Requirements Specification in Agile Approaches 敏捷方法中需求规范形式化方法的经验评价

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229401

Peterson Luiz da R. Rodrigues, Miguel Ecar, S. V. Menezes, J. P. S. D. Silva, Gilleanes Thorwald Araujo Guedes, E. Rodrigues

引用次数: 3

Supporting the Composition of UML Component Diagrams 支持UML组件图的组合

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229404

Guilherme Ermel, Kleinner Farias, L. Gonçales, Vinícius Bischoff

{"title":"Supporting the Composition of UML Component Diagrams","authors":"Guilherme Ermel, Kleinner Farias, L. Gonçales, Vinícius Bischoff","doi":"10.1145/3229345.3229404","DOIUrl":"https://doi.org/10.1145/3229345.3229404","url":null,"abstract":"Fast-changing business environments have become enterprise information systems more heterogeneous and complex. This extreme uncertainty leads to continuous development and integration of architecturally relevant components developed in parallel. In this context, the proper composition of such components is critical to reduce the development effort. However, the current composition tools are still considered imprecise and inflexible for this purpose. This article, therefore, proposes MoCoTo, a model composition tool to support the integration of UML component diagrams. It exploits equivalence relationships between the UML component elements to improve integration precision and accuracy. Developers and system analysts can benefit from using MoCoTo when evolving or maintaining architectural models of enterprise information systems. MoCoTo was implemented as an Eclipse platform plug-in. The tool was used to support the composition of architectural components in three realistic evolution scenarios of a Software Product Line. Our preliminary results indicated that MoCoTo was able to integrate architectural models represented with UML component diagrams. The metrics used to evaluate the effectiveness of the proposed tool (i.e., precision, recall and F-measure) presented values higher than 0.6 in all evaluation scenarios.","PeriodicalId":284178,"journal":{"name":"Proceedings of the XIV Brazilian Symposium on Information Systems","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125314796","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: 4

A Software Development Process for Super Agile Projects 超级敏捷项目的软件开发过程

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229399

Marília M. B. Cerqueira, Ana Patrícia Fontes Magalhães, H. Saba, Eduardo M. F. Jorge

引用次数: 1

Recommender Systems with Social Elements: A Systematic Mapping 具有社会元素的推荐系统:一个系统的映射

Proceedings of the XIV Brazilian Symposium on Information Systems Pub Date : 2018-06-04 DOI: 10.1145/3229345.3229350

A. D. P. A. Tramontin, Isabela Gasparini, Roberto Pereira

{"title":"Recommender Systems with Social Elements: A Systematic Mapping","authors":"A. D. P. A. Tramontin, Isabela Gasparini, Roberto Pereira","doi":"10.1145/3229345.3229350","DOIUrl":"https://doi.org/10.1145/3229345.3229350","url":null,"abstract":"Recommendation Systems (RS) deal of the overload of information online, allowing the user to find desirable items quickly, without being surprised by irrelevant information. Individual preference and interpersonal influence are important contextual factors for social recommendations, as they affect users' decisions about information retention. The goal of this paper is to identify the state of the art in RS with the use of social elements. For this, a systematic mapping of the literature was conducted, revealing a growing trend in the number of articles published in the last ten years, especially in China, and with more frequent proposals for new models, systems and frameworks for recommendation. Almost half of the mapped articles present as a domain Entertainment or Product Review/Evaluation, with the collaborative filtering approach being the most common of the approaches used, and the similarity of friends as the most common of the social components considered. As an evaluation strategy, more than half of the mapped articles use offline experiments in a previously populated database to simulate user actions. The mapping showed that although RSs are considering social elements, there is still a lack of works that explore these elements in real contexts of use.","PeriodicalId":284178,"journal":{"name":"Proceedings of the XIV Brazilian Symposium on Information Systems","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126301730","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