Zakaria Boulouard, L. Koutti, Anass El Haddadi, Amine El Haddadi, A. Fennan
{"title":"XEWGraph : A tool for visualization and analysis of hypergraphs for a competitive intelligence system","authors":"Zakaria Boulouard, L. Koutti, Anass El Haddadi, Amine El Haddadi, A. Fennan","doi":"10.1109/ISEI.2015.7358726","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358726","url":null,"abstract":"Competitive Intelligence is a set of coordinated researches, extractions and treatments of information that stakeholders find useful for them in order to ease the process of decision making. The Competitive Intelligence System Xplor EveryWhere (XEW) helps its users search, visualize, validate and share useful data. In this paper, we will introduce Xplor EveryWhere and we will spot the light on its newest feature called XEWGraph, which is dedicated to the analysis of massive data and visualization of hypergraphs.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129640500","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}
{"title":"Creation of a data observatory enables the uncovering of consumer behavior by client behavioral study, through the use of 1st generation loyalty and stimulation platforms: Conception of an observatory of consumer data, the \"Promo Place\" project","authors":"Sébastien Bruyère, Vincent Oechsel","doi":"10.1109/ISEI.2015.7358719","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358719","url":null,"abstract":"This article presents the work that allowed the creation of a consumer data observatory to reveal and develop a consumer universe for the brands wishing to refine their marketing strategies. It explains the development of techniques and practices for processing data collected in the context of the consumer participation in promotions powered by Web platforms marketed by top brands. It is particularly based on deficiencies seen through the participant observation methodology applied in the context of training sessions for Brand Managers who bought an old generation consumer loyalty and stimulation internet platform. Based on the results, a new platform-more in line with the needs- and moving towards a consumer data observatory is considered.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126996441","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}
{"title":"Recognition of OOV proper names in diachronic audio news","authors":"I. Sheikh, I. Illina, D. Fohr","doi":"10.1109/ISEI.2015.7358721","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358721","url":null,"abstract":"LVCSR based audio indexing approaches are preferred as they allow search, navigation, browsing and structuring of audio/video documents based on their content. A major challenge with LVCSR based indexing of diachronic audio data, for e.g. broadcast audio news, is OOV words and specifically OOV PNs which are very important for indexing applications. In this paper we propose an approach for recognition of OOV PNs in audio news documents using PNs extracted from collections of diachronic text news from the internet. The approach has two steps (a) reduce the long list of OOV PNs in the diachronic text corpus to a smaller list of OOV PNs which are relevant to the audio document, using probabilistic topic models (b) perform a phonetic search for the target OOV PNs with the reduced list of relevant OOV PNs. We evaluate our approach on French broadcast news videos published over a period of 6 months. Latent Dirichlet Allocation topic model is trained on diachronic text news to model PN-topic relationships and then to retrieve OOV PNs relevant to the audio document. Our proposed method retrieves up to 90% of the relevant OOV PNs by reducing the OOV PN search space to only 5% of the total OOV PNs. Phonetic search for target OOV PNs gives an F1-score up to 0.392.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127527643","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}
{"title":"Exploitation of \"Big Data\": The experience feedback of the french military health service on sanitary data","authors":"M. Tanti","doi":"10.1109/ISEI.2015.7358716","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358716","url":null,"abstract":"In recent years, the number of data circulating on the Internet has exploded causing the phenomenon of \"Big Data\". In the health field, the mass of data circulating on the Internet has also become bloated. From a study conducted within the french medical health service, this article aims to explore the construction of knowledge generated by the \"Sanitary Big Data\". It analyzes the creation of value made and the limitations of this “ Big Data\". The result is a an exploitation of polymorphic data mainly from global programs for infectious disease surveillance including PromedMail and Sentiweb. It shows the use of data from clinical trials of the Cochrane Library and the use of data of social medias and social networks. This real time data are exhautive of the population's health status. It also shows the construction of knowledge, which quickly reveals the emergence of diseases that may affect the forces in operation, as in 2009, during the H1N1 pandemic. We may also mention the anticipation of new pharmaceutical innovations, for example to detect the effectiveness of new treatments, such as in the context of the current epidemic of Ebola. As main limitations, it shows a data mining that does not offer interpretation of results and potential ethical drifts on handling health data.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128662900","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}
{"title":"Towards an approach of trust-based recommendation system","authors":"Imen Gmach, Sahbi Sidhom, Ghenima Melek, Lofi Khrifish","doi":"10.1109/ISEI.2015.7358738","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358738","url":null,"abstract":"This paper focuses on the state of the art of recommender systems. It presents various technical recommendations mentioned in the literature, primarily the basic content filtering, collaborative filtering and hybrid filtering. It comes to study different recommendation algorithms based on trust. The article also introduces the concept of trust in recommender systems. And it ends with a summary of the various existing approaches by developing the link between trust and recommender systems.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123646337","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}
Yemna Sayeb, M. Ayba, Sihem Chabchoub, Henda Ben Ghazela
{"title":"Urba-UML: Information systems' environment of urbanization based on UML","authors":"Yemna Sayeb, M. Ayba, Sihem Chabchoub, Henda Ben Ghazela","doi":"10.1109/ISEI.2015.7358741","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358741","url":null,"abstract":"The information system (IS) is currently the main part of the business strategic dimension. The urbanization of information systems is necessary for a global vision of IS architecture over space and duration for any computerization project. It proposes to define a coherent development plan consistent with the strategy, business, processes and the existing. Many frameworks, methods and tools of Enterprise Architecture (EA) are available on the market, adopting an urbanization process and inspired by cities' urbanization. Certainly, several methods and tools of urbanization of IS are available but we noticed the lack of a unifying framework and standards relating to this area. The carried study has highlighted the essential differences in urbanization's practices. These differences have concerned the concepts represented in the levels of abstraction and also the number of processed levels. In this article, we propose to develop a whole new environment that supports the modeling of the main visions of information systems, taking into account specific concepts for urbanization.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128905649","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}
{"title":"Competitive intelligence experiences in companies: Case studies on creative opportunities","authors":"B. Achchab, I. Ahdil","doi":"10.1109/ISEI.2015.7358739","DOIUrl":"https://doi.org/10.1109/ISEI.2015.7358739","url":null,"abstract":"The globalization of trade, the accelerated pace of innovation and the increasing segmentation and market transformation represent so many aspirations threats than opportunities for businesses. Indeed, it is vital to integrate more and more information in order to reduce the uncertainty generated by this new environment. The business intelligence reports although this fact by allowing these companies to make anticipatory listening weak signals of their socio-economic environment in order to discover the creative opportunities and reduce uncertainty in order to make the right decisions.","PeriodicalId":115266,"journal":{"name":"2015 6th International Conference on Information Systems and Economic Intelligence (SIIE)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134268665","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}