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د. مجدل سلطان بن سفران

Assistant Professor

أستاذ مساعد بقسم علوم الحاسب/المشرف على كرسي أبحاث الذكاء الاصطناعي في الحوار الالكتروني والتواصل الحضاري

علوم الحاسب والمعلومات
مبنى كلية الحاسب الآلي والمعلومات
المنشورات
فصل كتاب
2013

From Big Data to Big Data Mining: Challenges, Issues, and Opportunities

Che, Dunren . 2013

Big Data Data Mining Hadoop mapreduce data analytics data science

While “big data” has become a highlighted buzzword since last year, “big data mining”, i.e., mining from big data, has almost immediately followed up as an emerging, interrelated research area. This paper provides an overview of big data mining and discusses the related challenges and the new opportunities. The discussion includes a review of state-of-the-art frameworks and platforms for processing and managing big data as well as the efforts expected on big data mining. We address broad issues related to big data and/or big data mining, and point out opportunities and research topics as they shall duly flesh out. We hope our effort will help reshape the subject area of today’s data mining technology toward solving tomorrow’s bigger challenges emerging in accordance with big data.

اسم الناشر
Springer, Berlin, Heidelberg
الصفحات
1-15
مزيد من المنشورات
publications

Cloud computing has demonstrated its effectiveness in handling complex data that requires substantial computational power, immediate responsiveness, and ample storage capacity.

2024
publications

Leaf diseases are a global threat to crop production and food preservation. Detecting these diseases is crucial for effective management. We introduce LeafDoc-Net, a robust, lightweight transfer-…

2024