Journal: Journal of Intelligent & Fuzzy Systems, vol. The function, the thermodynamic entropy S, is defined by. Keywords: Cyber-social networks, event detection, geo-tag, spatiotemporal, Shannon Clausius had the insight that this could be used to define a function of the thermodynamic state, through the measurement of heat transferred to heat baths, as the system changes between two states. The method proposed here involves computing a so-called Information Entropy (IE) Spectrum of the. The main objective is to implement this technique for studying full size genomes. The experimental outcome determines the scope and significant dissemination direction of finding events from a new perspective which demonstrates 96% of improved event detection accuracy. Using the concept of information entropy to study genome mutations has been briefly demonstrated in the previous section, for a small genome subset of 34 characters. The retweeting activity of the Twitter user is classified as human signatures and bots. The evaluation parameters of Entropy, Cluster Score, Event Detection Hit and False Panic Rate during four major disaster events are identified to illustrate the effectiveness of the proposed framework. The geo-tagged (spatial) tweets are extracted for a specified time period (temporal) to identify the location of an event as “where-when about” and visualizes the event in geo-maps. The Shannon entropy of target users, location, time intervals and hashtags are estimated to quantify the dissemination of events as “how-far about” in real- world using entropy maximization inference model. In this paper, an information entropy based event detection framework is proposed to identify the event and its location by clustering relatively high-density ratio of tweets using Twitter data. Quantum information splitting (QIS) provides an idea for transmitting the quantum state through a classical channel and a preshared quantum entanglement resource. Active Journals Find a Journal Proceedings Series. The process of detecting disaster events, in huge volumes, on fast-streaming platform is quite challenging. Entropy, an international, peer-reviewed Open Access journal. Ībstract: The demand for Cyber Social Networks has increasingly become the main source of information propagation due to the rapid growth of micro-blogging activity between socially connected people. Entropy Equation n number of different outcomes. Bhuvaneswari, Research Scholar, Department of Computer Technology, Madras Institute of Technology, Anna University, Chennai. Entropy is simply the average(expected) amount of the information from the event. * | Valliyammai, C.ĭepartment of Computer Technology, Madras Institute of Technology, Anna University, ChennaiĬorresponding author. Subramaniyaswamy, Jemal Abawajy and Longzhi YangĪuthors: Bhuvaneswari, A. Issue title: Special Section: Intelligent, Smart and Scalable Cyber-Physical Systems
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