Applications of Soft Computing for the Web

This book discusses the applications of different soft computing techniques for the web-based systems and services. The respective chapters highlight recent developments in the field of soft computing applications, from web-based information retrieval to online marketing and online healthcare. In each chapter author endeavor to explain the basic ideas behind the proposed applications in an accessible format for readers who may not possess a background in these fields. This carefully edited book covers a wide range of new applications of soft computing techniques in Web recommender systems, Online documents classification, Online documents summarization, Online document clustering, Online market intelligence, Web usage profiling, Web data extraction, Social network extraction, Question answering systems, Online health care, Web knowledge management, Multimedia information retrieval, Navigation guides, User profiles extraction, Web-based distributed information systems, Web security applications, Internet of Things Applications and so on. The book is aimed for researchers and practitioner who are engaged in developing and applying intelligent systems principles for solving real-life problems. Further, it has been structured so that each chapter can be read independently of the others. Front Matter ....Pages i-xviii Introduction (Rashid Ali, M. M. Sufyan Beg)....Pages 1-7 Front Matter ....Pages 9-9 Context Similarity Measurement Based on Genetic Algorithm for Improved Recommendations (Mohammed Wasid, Rashid Ali)....Pages 11-29 Enhanced Multi-criteria Recommender System Based on AHP (Manish Jaiswal, Pragya Dwivedi, Tanveer J. Siddiqui)....Pages 31-46 Book Recommender System Using Fuzzy Linguistic Quantifiers (Shahab Saquib Sohail, Jamshed Siddiqui, Rashid Ali)....Pages 47-60 Use of Soft Computing Techniques for Recommender Systems: An Overview (Mohammed Wasid, Rashid Ali)....Pages 61-80 Front Matter ....Pages 81-81 Hierarchical Summarization of News Tweets with Twitter-LDA (Nadeem Akhtar)....Pages 83-98 Front Matter ....Pages 99-99 Bibliographic Data Extraction from the Web Using Fuzzy-Based Techniques (Tasleem Arif, Rashid Ali)....Pages 101-117 Front Matter ....Pages 119-119 Crop Selection Using Fuzzy Logic-Based Expert System (Aveksha Kapoor, Anil Kumar Verma)....Pages 121-137 Front Matter ....Pages 139-139 Fuzzy Logic Based Web Application for Gynaecology Disease Diagnosis (A. S. Sardesai, P. W. Sambarey, V. V. Tekale Kulkarni, A. W. Deshpande, V. S. Kharat)....Pages 141-164 Front Matter ....Pages 165-165 An Improved Clustering Method for Text Documents Using Neutrosophic Logic (Nadeem Akhtar, Mohammad Naved Qureshi, Mohd Vasim Ahamad)....Pages 167-179 Front Matter ....Pages 181-181 Fuzzy Game Theory for Web Security (Abdul Quaiyum Ansari, Koyel Datta Gupta)....Pages 183-189 Front Matter ....Pages 191-191 Fuzzy Models and Business Intelligence in Web-Based Applications (Shah Imran Alam, Syed Imtiyaz Hassan, Moin Uddin)....Pages 193-221 Front Matter ....Pages 223-223 GSA-CHSR: Gravitational Search Algorithm for Cluster Head Selection and Routing in Wireless Sensor Networks (Praveen Lalwani, Haider Banka, Chiranjeev Kumar)....Pages 225-252 Utilizing Genetic-Based Heuristic Approach to Optimize QOS in Networks (Sherin Zafar)....Pages 253-267 Front Matter ....Pages 269-269 V-MFO: Variable Flight Mosquito Flying Optimization (Md Alauddin)....Pages 271-283 Conclusion (Rashid Ali, M. M. Sufyan Beg)....Pages 285-288 This book discusses the applications of different soft computing techniques for the web-based systems and services. The respective chapters highlight recent developments in the field of soft computing applications, from web-based information retrieval to online marketing and online healthcare. In each chapter author endeavor to explain the basic ideas behind the proposed applications in an accessible format for readers who may not possess a background in these fields. This carefully edited book covers a wide range of new applications of soft computing techniques in Web recommender systems, Online documents classification, Online documents summarization, Online document clustering, Online market intelligence, Web usage profiling, Web data extraction, Social network extraction, Question answering systems, Online health care, Web knowledge management, Multimedia information retrieval, Navigation guides, User profiles extraction, Web-based distributed information systems, ץb security applications, Internet of Things Applications and so on. The book is aimed for researchers and practitioner who are engaged in developing and applying intelligent systems principles for solving real-life problems. Further, it has been struct