Web Interaction Mining Using Adaptive Feature Selection Basedpenta Layered Artificial Neural Network (AFS-Plan) Classifier
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2017, Vol 4, Issue 9
Abstract
Predicting the objective of internet users contains different applications in the areas such as e-commerce, entertainment in online, and several internet-based applications. The integral section of classifying the internet queries based on accessible features such as contextual information, keywords and their semantic relationships. This research article aims in proposing Adaptive Feature Selection based Penta Layered Artificial Neural Network Classifier for web interaction mining. Around 31 participants are chosen and given topics to search web contents. Parameters such as precision, recall and F1 score are taken for comparing the proposed AFS-PLANN classifier with the ANN and PLANN. Results proved that the proposed classifier attains better performance than that of the conventional ANN and PLANN
Authors and Affiliations
B. Kaviyarasu
Keywords
Related Articles
- EP ID EP245624
- DOI -
- Views 137
- Downloads 0
Matumizi Ya Visaiddizi Vya Ufundishaji Msamiati Wa Kiswahili Katika Shule Za Msingi Za Umma, Kaunti Ya Kisumu Mashariki, Kenya
Utafiti huu ulishughulikia uchunguzi wa matumizi ya vifaa vya ufundishaji wa msamiati wa kiswahili katika shule za msingi za umma, Kaunti Ndogo ya Kisumu Mashariki, Kenya. Malengo aliyozingatia mtafiti katika utafiti huu...
A Robust Low Power Security System for Multi-Node Communication
Wireless sensor network (WSN) is a collection of sensors organized into a cooperative network. The sensors are monitor the physical or environmental conditions, such as temperature, sound, pressure, etc. and to cooperati...
Keyword NNE for the Fast Keyword Cover Search
Mobile computing is very wide popular and so as its applications. Along with it, accessing position based services of the objects have increased the use of spatial object search. Spatial database contains each object as...
Progressive Collapse of Reinforced Concrete Building
In this project it is proposed to carry out progressive collapse analysis of 13 storey RC frame building by removing different column one at a time as per the GSA guidelines. Building consists of 5 X 5 bay 5 m in both di...
A Review of Various Clusters Based Routing Techniques on Vehicle To Vehicle Communication in Vanets
Vehicular ad hoc networks (VANETs) are the leading application of mobile ad hoc networks (MANET) where the nodes in the network of inter vehicular communication will be replaced by moving vehicles. In emerging vehicle-to...