Logical Activity Recognition Model for Smart Home Environment

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Footstep Recognition for a Smart Home Environment

This paper reports some experiments which assess the potential use of a footstep biometric verification system for a smart home environment. We present a semi-automatic capture system and report results on a database with independent development and evaluation datasets comprised of more than 3500 footsteps collected from 55 persons. We present an optimisation of geometric and holistic feature e...

متن کامل

Using Statistico-Relational Model for Activity Recognition in Smart Home

This paper presents the use of a model which mixes logical knowledge and statistical inference to recognize Activities of Daily Living (ADL) from sensors in a smart home. This model called Markov Logic Network (MLN) has different implementations and we propose to compare three of them, from the widely used Alchemy to the new generic framework DeepDive. Finally, we discuss the interest these sof...

متن کامل

Interleaved Activity Recognition for Smart Home residents

Smart environments rely on artificial intelligence techniques to make sense of the sensor data and to use the information for recognition and tracking activities. However, many of the techniques that have been developed are designed for simplified situations. In this paper we discuss a more complex situation, namely recognizing activities when they are interweaved in complex and realistic scena...

متن کامل

Feature Selections for Human Activity Recognition in Smart Home Environments

In this paper, three probabilistic models are applied to represent and recognize human activities from observed sensor sequences: Näıve Bayes classifier, forward procedure of a Hidden Markov Model and Viterbi algorithm based on a Hidden Markov Model. A variety of different feature selection methods is tested in order to reduce the dimensionality of the learning problem. The results show that th...

متن کامل

Incorporating Temporal Reasoning into Activity Recognition for Smart Home Residents

Smart environments rely on artificial intelligence techniques to make sense of the sensor data that is collected in the environment and to use the information for data analysis, prediction, and event automation. In this paper we discuss an important smart environment technology – resident activity recognition. This technology is beneficial for health monitoring of a smart environment resident b...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of the Korea Society of Computer and Information

سال: 2015

ISSN: 1598-849X

DOI: 10.9708/jksci.2015.20.9.067