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2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)最新文献

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CSR dynamics under peer pressure and green confusion: A multi-agent simulation approach 同伴压力和绿色困惑下的企业社会责任动态:多智能体仿真方法
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358404
Fadwa Chaker, A. E. Manouar, Mohamed Wail Aaminou, R. Aboulaich
{"title":"CSR dynamics under peer pressure and green confusion: A multi-agent simulation approach","authors":"Fadwa Chaker, A. E. Manouar, Mohamed Wail Aaminou, R. Aboulaich","doi":"10.1109/SITA.2015.7358404","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358404","url":null,"abstract":"In addressing the limitations of solving the Prisoner's Dilemma problem describing the firm-end consumer Corporate Social Responsibility (CSR) dynamics from a purely rational perspective, we propose to introduce the variables of emotions and peer pressure to capture the irrational aspect of human decision making. We refer to the Theory of Planned Behavior to construct a decision making model that describes the game, then we use multi-agent simulation to run the model under various market conditions. Results show that socially responsible firms could achieve above-average profits when they are able to quickly recover their CSR investment and when they operate in a market where a large portion of consumers hold initial positive attitudes towards CSR. In addition, our results indicate that above-average profits can be achieved only in the absence of consumer green confusion. Managerial implications on trust and customer loyalty are discussed based on the above findings.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129207824","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: 1
Using an analytical formalism to diagnostic and evaluate Massive Open Online Courses 运用分析形式对大规模在线公开课程进行诊断和评估
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358389
Jihane Sophia Tahiri, S. Bennani, Mohammed Khalidi
{"title":"Using an analytical formalism to diagnostic and evaluate Massive Open Online Courses","authors":"Jihane Sophia Tahiri, S. Bennani, Mohammed Khalidi","doi":"10.1109/SITA.2015.7358389","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358389","url":null,"abstract":"Evaluation is a key element in the pedagogical strategy of all learning environments, especially Massive Open Online Courses (MOOC) since it allows quality improving of educational content and training tools. Recently, MOOC have proven the need for diagnostic and evaluation in terms of huge amount of potential data. In this context, this present paper describes our logical stepwise analytical approach which represents the process we have developed to effectively evaluate MOOC. This approach is based on a combination of Learning Analytics and traces.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132244757","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: 7
Evaluating complexity of enterprise architecture components landscapes 评估企业架构组件景观的复杂性
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358443
Jihane Lakhrouit, Karim Baïna
{"title":"Evaluating complexity of enterprise architecture components landscapes","authors":"Jihane Lakhrouit, Karim Baïna","doi":"10.1109/SITA.2015.7358443","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358443","url":null,"abstract":"Evaluation of enterprise architecture complexity enables organisations to assess their current situation. More specifically, it allows optimize the alignment, business strategy, organisational culture, business, people, process and technology. This optimization architecture provides a cost-effective and also helps to ensure the proper execution of objectives and organisational goals. However the whole evaluation of EA regarding its quality and benefits is rather difficult. This paper presents a new method to evaluate the enterprise architecture complexity and facilitating deciding between different TO-BE architecture scenarios. The proposed method is based on the network graph and fuzzy AHP.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130373305","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
Ontology based composition of e-Government services using AI Planning 基于本体的基于AI规划的电子政务服务组合
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358430
Amina Adadi, M. Berrada, D. Chenouni, B. Bounabat
{"title":"Ontology based composition of e-Government services using AI Planning","authors":"Amina Adadi, M. Berrada, D. Chenouni, B. Bounabat","doi":"10.1109/SITA.2015.7358430","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358430","url":null,"abstract":"A major propelling technology for electronic government (e-Government) is the powerful concept of Semantic Web Service. Semantically enriched Web services promise to increase the level of automation and to reduce integration efforts significantly. On the other hand, and due to the heterogeneous structure of the public sector, the achievement of interoperability and integration is a key challenge for a comprehensive e-Government. Therefore, the combination of e-Government and Semantic Web Services is very much natural. In this paper, we present a dynamic approach for semantically composing e-Government Web services based on Artificial Intelligence (AI) techniques. The overall objective of our approach is to improve the citizen centric e-Government vision by providing a platform for automatically discovering, composing and optimizing e-Government services.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131200189","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: 11
A new methodology for literature review analysis using association rules mining 基于关联规则挖掘的文献综述分析新方法
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358394
Samia Laghrabli, L. Benabbou, A. Berrado
{"title":"A new methodology for literature review analysis using association rules mining","authors":"Samia Laghrabli, L. Benabbou, A. Berrado","doi":"10.1109/SITA.2015.7358394","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358394","url":null,"abstract":"Literature review is important for laying a strong foundation for scientific research. Summarizing previous studies, evaluating them and assessing their advantages, gaps and opportunities are key steps to progress in research. Multiple types of literature reviews have been developed and massively used in the past. This paper focuses on the quantitative literature reviews and reinforces available analysis methods with a new framework. The suggested methodology is based on association rules analysis. It brings a novel approach for analyzing data and exploring new research tracks by bringing to evidence the different relationships existing between the studied variables. An example is presented at the end of this paper to illustrate the framework.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"701 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132814668","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
Collaborative Q-learning path planning for autonomous robots based on holonic multi-agent system 基于全息多智能体系统的自主机器人协同q学习路径规划
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358432
C. Lamini, Y. Fathi, Said Benhlima
{"title":"Collaborative Q-learning path planning for autonomous robots based on holonic multi-agent system","authors":"C. Lamini, Y. Fathi, Said Benhlima","doi":"10.1109/SITA.2015.7358432","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358432","url":null,"abstract":"In this paper we present a novel collaborative Q-learning based path planning system using holonic multi agent system architecture, to use in autonomous mobile robot represented as a head-holon, for planing the optimal path between any starting point and a goal in a grid environment. The mobile robot has to explore the 2D grid randomly in order to update a local state action space Q-table relaying on a standalone decision. A global (Master) Q-table is then update based on collaborative policy between head holons, in which every holon has a preset confidence degree used as a decisive parameter in the Q-learning equation.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116630518","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: 9
Authorship attribution in Arabic poetry 阿拉伯诗歌的作者归属
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358411
Alfalahi Ahmed, M. Ramdani, M. Bellafkih, A. Mohammed
{"title":"Authorship attribution in Arabic poetry","authors":"Alfalahi Ahmed, M. Ramdani, M. Bellafkih, A. Mohammed","doi":"10.1109/SITA.2015.7358411","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358411","url":null,"abstract":"In this paper, we present the Arabic poetry as an authorship attribution task. Several features such as Characters, Sentence length; Word length, Rhyme, and First word in sentence are used as input data for Markov Chain methods. The data is filtered by removing the punctuation and alphanumeric marks that were present in the original text. The data set of experiment was divided into two groups: training dataset with known authors and test dataset with unknown authors. In the experiment, a set of thirty-three poets from different eras have been used. The Experiment shows interesting results with classification precision of 96.96%.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115554793","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: 20
Modeling and simulation of Web Services composition based on MARDS model 基于MARDS模型的Web服务组合建模与仿真
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358410
N. Adadi, M. Berrada, D. Chenouni, B. Bounabat
{"title":"Modeling and simulation of Web Services composition based on MARDS model","authors":"N. Adadi, M. Berrada, D. Chenouni, B. Bounabat","doi":"10.1109/SITA.2015.7358410","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358410","url":null,"abstract":"Web services composition is an emerging paradigm for application integration within and across organizations and enterprises. A set of languages and techniques for web services composition has emerged and is continuously being enriched with new proposals from different vendors. Among these languages we remind Business Process Execution Language (BPEL) which emphasizes the importance of modelling and simulating of business process in Web Services composition. Multi-agent Systems (MAS) are composed of autonomous agents that interact and coordinate to achieve their intentions. This makes them particularly adapted to modelling composite and complex information systems. In this paper we propose a new approach for modeling and simulating the process of web services composition using the Multi-Agent Reactive Decisional System (MARDS) Model and BPEL Language.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126396100","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
Towards a unified semantic model for online social networks analysis and interoperability 面向在线社交网络分析和互操作性的统一语义模型
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358438
Asmae El Kassiri, Fatima-Zahra Belouadha
{"title":"Towards a unified semantic model for online social networks analysis and interoperability","authors":"Asmae El Kassiri, Fatima-Zahra Belouadha","doi":"10.1109/SITA.2015.7358438","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358438","url":null,"abstract":"Exploiting the semantic web technologies to understand the OSN (Online Social Networks) features and the implicit behaviour of their members is attracting interest of the both academic and business researches. The semantic community aims at combining the semantic tools and notions to enhance the traditional technics of social networks analysis initially based only on graphs theory. In this context, several ontologies were proposed to model the different modules of OSN. To participate to engineering a unified sematic model for OSN, we propose, in this article, an aligned extension of the well-known social ontologies.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127264815","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: 7
Are mobile blood donation applications green? 移动献血应用程序是否环保?
2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-10-01 DOI: 10.1109/SITA.2015.7358377
S. Ouhbi, J. Alemán, A. Idri, José Rivera Pozo
{"title":"Are mobile blood donation applications green?","authors":"S. Ouhbi, J. Alemán, A. Idri, José Rivera Pozo","doi":"10.1109/SITA.2015.7358377","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358377","url":null,"abstract":"On a global scale, software sustainability is attracting more and more attention. The term green software often refers to environmental sustainability applied to software systems, however, it is impacted by the different dimensions of sustainability. Green software can be divided into green by software and green in software. Blood donation mobile applications are more and more used by smartphone users. They represent an alternative way to attract volunteers and increase awareness about the importance of blood donation acts. The aim of this paper is to assess the greenability of seventy-two free blood donation applications using individual, social, environmental and technical dimensions of sustainability. The type, functionality and energy consumption of each app are identified and analyzed. Results have shown that the type of the BD app has a great impact on its level of greenability.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134186233","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: 9
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