Data, Engineering and Applications : Volume 1

This book presents a compilation of current trends, technologies, and challenges in connection with Big Data. Many fields of science and engineering are data-driven, or generate huge amounts of data that are ripe for the picking. There are now more sources of data than ever before, and more means of capturing data. At the same time, the sheer volume and complexity of the data have sparked new developments, where many Big Data problems require new solutions. Given its scope, the book offers a valuable reference guide for all graduate students, researchers, and scientists interested in exploring the potential of Big Data applications. Front Matter ....Pages i-viii Front Matter ....Pages 1-1 A Review of Recommender System and Related Dimensions (Taushif Anwar, V. Uma)....Pages 3-10 Collaborative Filtering Techniques in Recommendation Systems (Sandeep K. Raghuwanshi, R. K. Pateriya)....Pages 11-21 Predicting Users’ Interest Through ELM-Based Collaborative Filtering (Shweta Tyagi, Pratibha Yadav, Moni Arora, Pooja Vashisth)....Pages 23-33 Application of Community Detection Technique in Text Mining (Shashank Dubey, Abhishek Tiwari, Jitendra Agrawal)....Pages 35-46 Sentiment Analysis on WhatsApp Group Chat Using R (Sunil Joshi)....Pages 47-55 A Recent Survey on Information-Hiding Techniques (Jayant Shukla, Madhu Shandilya)....Pages 57-70 Investigation of Feature Selection Techniques on Performance of Automatic Text Categorization (Dilip Singh Sisodia, Ankit Shukla)....Pages 71-82 Identification and Analysis of Future User Interactions Using Some Link Prediction Methods in Social Networks (Krishna Das, Smriti Kumar Sinha)....Pages 83-94 Sentiment Prediction of Facebook Status Updates of Youngsters (Swarnangini Sinha, Kanak Saxena, Nisheeth Joshi)....Pages 95-105 Front Matter ....Pages 107-107 Logistic Regression for the Diagnosis of Cervical Cancer (Siddharth Singh, Shweta Panday, Manjusha Panday, Siddharth S. Rautaray)....Pages 109-117 Automatic Examination Timetable Scheduling Using Particle Swarm Optimization and Local Search Algorithm (Olusola Abayomi-Alli, Adebayo Abayomi-Alli, Sanjay Misra, Robertas Damasevicius, Rytis Maskeliunas)....Pages 119-130 Personality Trait Identification for Written Texts Using MLNB (S. Arjaria, A. Shrivastav, A. S. Rathore, Vipin Tiwari)....Pages 131-137 Deep Neural Network Compression via Knowledge Distillation for Embedded Vision Applications (Bhavesh Jaiswal, Nagendra P. Gajjar)....Pages 139-148 An Elective Course Decision Support System Using Decision Tree and Fuzzy Logic (Sushmita Subramani, Sujitha Jose, Tanisha Rajesh Baadkar, Srinivasa Murthy)....Pages 149-157 An Appearance-Based Gender Classification Using Radon Features (Ratinder Kaur Sangha, Preeti Rai)....Pages 159-169 An Automatic Text Summarization on Naive Bayes Classifier Using Latent Semantic Analysis (Chintan Shah, Anjali Jivani)....Pages 171-180 Preserving Patient Records with Biometrics Identification in e-Health Systems (Ambrose A. Azeta, Nicholas A. Omoregbe, Sanjay Misra, Da-Omiete A. Iboroma, E. O. Igbekele, Deborah O. Fatinikun et al.)....Pages 181-191