CHALLENGES AND DATA MINING MODEL FOR IoT
نویسندگان
چکیده
The Internet of Things (IoT) is an emerging topic in today’s era. It has a lot of significance in technology, business, social and engineering fields. This technology provides an easier way of communication of devices with the minimal interaction of human. IoT takes advantage of advancement in network interconnections and computing ability to propose new techniques. Data mining techniques are used to handle the massive data generated by the Internet of Things (IoT). Various data mining models have been proposed for Internet of Things. We are presenting a novel data mining model for Internet of Thing which considers typical IoT challenges. In this paper we are focusing on the research issues of IoT with respect to the data mining and various data mining models for the Internet of Things (IoT). Keywords— Internet of Things, Data mining models.
منابع مشابه
Software Engineering for the Internet of Things
➟ the IoT’s major software engineering challenges: high reactivity, scalability, heterogeneity, configurability, resource-constrained systems, and robustness; ➟ software methods and development techniques for the IoT (including agile methods, other new development approaches, and specific tradeoffs); ➟ software architectures dealing with complex interactions, interoperability gaps, and data min...
متن کاملVehicle Management System using Cloud Services in the IoT Environment
The progression in cloud computing and internet of things (IoT) have given a guaranteeing chance to determine the difficulties brought about by the expanding transportation issues. We present a new multilayered vehicular data cloud platform by using cloud computing and IoT technologies. Two modern vehicular data cloud services, an intelligent parking cloud facility and a vehicular data mining c...
متن کاملData Mining for the Internet of Things: Literature Review and Challenges
The massive data generated by the Internet of Things (IoT) are considered of high business value, and data mining algorithms can be applied to IoT to extract hidden information from data. In this paper, we give a systematic way to review data mining in knowledge view, technique view and application view, including classification, clustering, association analysis, time series analysis, outlier a...
متن کاملCloud and IoT based Smart Car Parking System by using Mamdani Fuzzy Inference System (MFIS)
Internet of Things (IoT) and cloud computing technologies have connected the infrastructure of the city to make the context-aware and more intelligent city for utility its major resources. These technologies have much potential to solve thechallenges of urban areas around the globe to facilitate the citizens. A framework model that enables the integration of sensor’s data and analysis of ...
متن کاملA survey on trust management for Internet of Things
Internet of Things (IoT) is going to create a world where physical objects are seamlessly integrated into information networks in order to provide advanced and intelligent services for human-beings. Trust management plays an important role in IoT for reliable data fusion and mining, qualified services with context-awareness, and enhanced user privacy and information security. It helps people ov...
متن کامل