Suchergebnisse - Advanced Soft Computing Methodologies and Applications in Social Media Big Data Analytics*

Guest Editorial: Special Issue on Trends in Social Multimedia Computing: Models, Methodologies, and Applications von Singh, Amit Kumar, Han, Jungong, Berretti, Stefano

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Big Data in Social Media: Introduction, Methodology, Applications von Akash K Salian

“… Big-data is used and managed in a lot many ways by the different social media applications and platforms according to the need and methodology accepted …”
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Big Data: Deep Learning for financial sentiment analysis von Sohangir, Sahar, Wang, Dingding, Pomeranets, Anna, Khoshgoftaar, Taghi M.

“… Big Data is important for organizations that need to collect a huge amount of data like a social network and one of the greatest assets to use Deep Learning is analyzing a massive amount of data (Big Data …”
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A hybrid semantic query expansion approach for Arabic information retrieval von ALMarwi, Hiba, Ghurab, Mossa, Al-Baltah, Ibrahim

“… In fact, most of information retrieval systems retrieve documents based on keywords matching, which are certainly fail at retrieving documents that have …”
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Hybrid gradient descent spider monkey optimization (HGDSMO) algorithm for efficient resource scheduling for big data processing in heterogenous environment von Seethalakshmi, V., Govindasamy, V., Akila, V.

“… Big Data constructed based on the advancement of distributed computing and virtualization is considered as the current emerging trends in Data Analytics …”
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Mining aspects of customer’s review on the social network von Nguyen Thi Ngoc, Tu, Nguyen Thi Thu, Ha, Nguyen, Viet Anh

“… This study represents an efficient method for extracting product aspects from customer reviews and give solutions for inferring aspect ratings and aspect …”
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A novel approach for big data processing using message passing interface based on memory mapping von Dheyab, Saad Ahmed, Abdullah, Mohammed Najm, Abed, Buthainah Fahran

“… The analysis and processing of big data are one of the most important challenges that researchers are working on to find the best approaches to handle it with high performance, low cost and high accuracy …”
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Bayesian hierarchical analyses for entrepreneurial intention of students von Ayalew, Mesfin Mulu

“… Data with a hierarchical structure received more attention and occur frequently in social science, public health and epidemiological researches …”
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The MapReduce-based approach to improve the shortest path computation in large-scale road networks: the case of A algorithm von Adoni, Wilfried Yves Hamilton, Nahhal, Tarik, Aghezzaf, Brahim, Elbyed, Abdeltif

“… An application on real road networks illustrates the feasibility and reliability of the proposed framework. The experiments performed on a 6-node Hadoop cluster proves that the proposed approach outperforms A* algorithm and achieves significant gain in terms of computation time …”
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Ally patches for spoliation of adversarial patches von Abdel-Hakim, Alaa E.

“… Adversarial attacks represent a serious evolving threat to the operation of deep neural networks. Recently, adversarial algorithms were developed to facilitate …”
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