The authors propose a framework for multimodal analysis of Arabic news broadcast which helps users of pervasive devices to browsing quickly into news archive; their solution integrating many aspects such as summarizing, indexing textual content and on on-line recognition of the handwriting. Firstly, the summarizing process is to accelerate the video content browsing based on genetic algorithm. Secondly, the indexing process, which operates on video summaries based on text recognition. Finally users communicate by writing keywords on PDA screen and keep only summaries speaking about this topic. This PDA contains an on line recognition system of Arabic of handwritten based on visual coding and genetic algorithm.<\/p>","DOI":"10.4018\/jmcmc.2012100104","type":"journal-article","created":{"date-parts":[[2012,12,17]],"date-time":"2012-12-17T19:22:42Z","timestamp":1355772162000},"page":"62-82","source":"Crossref","is-referenced-by-count":0,"title":["An Interactive Device for Quick Arabic News Story Browsing"],"prefix":"10.4018","volume":"4","author":[{"given":"Hichem","family":"Karray","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Research Group on Intelligent Machines, University of Sfax, Sfax, Tunisia"}]},{"given":"Monji","family":"Kherallah","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Research Group on Intelligent Machines, University of Sfax, Sfax, Tunisia"}]},{"given":"Mohamed","family":"Ben Halima","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Research Group on Intelligent Machines, University of Sfax, Sfax, Tunisia"}]},{"given":"Adel M.","family":"Alimi","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Research Group on Intelligent Machines, University of Sfax, Sfax, Tunisia"}]}],"member":"2432","reference":[{"key":"jmcmc.2012100104-0","unstructured":"Alimi, A. M. (1997a). An evolutionary neuro-fuzzy approach to recognize on-line Arabic handwriting. In Proceedings of the Fourth International Conference on Document Analysis and Recognition (Vol. 1, pp. 382-386)."},{"key":"jmcmc.2012100104-1","unstructured":"Alimi, A. M. (1997b). Neuro-fuzzy approach to recognize Arabic handwritten characters. In Proceedings of the International Conference on Neural Networks (Vol. 3, pp. 1397-1400)."},{"key":"jmcmc.2012100104-2","doi-asserted-by":"crossref","unstructured":"Ben Halima, M., Karray, H., & Alimi, A. M. (2010a, September 21-24). A Comprehensive Method for Arabic Video Text Detection, Localization, Extraction and Recognition. In Proceedings of the 2010 Pacific-Rim Conference on Multimedia (PCM2010), Shanghai, China (LNCS 6298, pp. 648-659).","DOI":"10.1007\/978-3-642-15696-0_60"},{"key":"jmcmc.2012100104-3","doi-asserted-by":"crossref","unstructured":"Ben Halima, M., Karray, H., & Alimi, A. M. (2010b, September 30, October 1-2). 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