Journal of Artificial Intelligence Research & Advances
Volume 5, Issue 2 (2018)
Published
Table of contents
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Sentiment Analysis and Text Summarization Review
Abstract: In this global era, it has been a significant task to find out what other people think of the information extraction behavior of an online user. People often express or share their moods, opinions, attitudes, ideas, on the social media sites and blogs. The platform of social media sites and blogs became the research base for analyzing the sentiments or opinions of the users. These sites became so popular that …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 1–7 Read article
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Cognitive Enhancement of the Brain: Removal of Artefacts
Abstract: The study aims to investigate and explore the various methods to find psychological and physiological signals of any subjects. Their pre and post data recordings are studied as a part of this study. The study is named as the “Cognitive Enhancement of the Brain.” Various features which are there in the physiological signals are actually processed to be extracted then classified and then interrelated or correlated by using various tools …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 21–25 Read article
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Social Emotion Prediction: A Review of Sentiment Analysis Techniques Used in Social Networks
Abstract: Social media has become the most substantial resource of information due to its rapid growth from last one and half decade. Web users share their ideas, thoughts, experiences, and opinions about different entities and events through social networks, blogging platforms, forums, and reviews. Social media tends to attract more and more researchers to analyze this tremendous amount of unstructured data for creating new insights. This data is used for sentiment …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 26–35 Read article
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Opinions mining of Twitter events using spatial-temporal features
Abstract: Micro-blogs are a powerful tool to express an opinion. Twitter is one of the fastest growing micro-blog and has more than 900 million users. Twitter is a rich source of opinion as users share their daily experience of life and respond to specific events using tweets on twitter. In this paper, an automatic opinion classifier capable of automatically classify tweets into different opinion expressed by them is developed. Also manually …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 36–44 Read article
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Reading Pattern of Emotions using LORETA
Abstract: The basic motive of this study is to find the relationship between the activation of brain and the real time while the person observes the pictures shown to him or her. The study aims at studying the emotions of the person. We have observed four emotions here, namely, emotions of happiness, sadness, fear and disgust. We have used LORETA in order to study these emotions on various persons at a …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 45–50 Read article
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A Disquisition on Artificial intelligence: and its significance in ME-BAD
Abstract: Artificial intelligence (AI) is software which is designed such a way that it can react as humans with natural intelligence (NI) and which can lessen the human work load. AI is a kind of a software or application which is developed for making decisions, resolving problems in real-time. Designing a model for the systems which must have a ability to recall things as human being and knowing the criterion, and …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 51–57 Read article
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A Greedy Stochastic Diffusion Search Based Fuzzy Scheduling in Cloud
Abstract: Users in cloud environment pay per use for the resources utilized. Security issues direly affect the cloud services due to which the performance of the cloud systems also gets affected. Hence, for robust security in data and systems in cloud, the onus is largely on service providers. The most important component of cloud computing is job scheduling. For distributing precedence to subtasks that achieve varied makespan in heterogeneous computing system …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 58–68 Read article
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A Novel Approach To Local Minima Problem In Robot Path Planning Using Artificial Potential Field
Abstract: The Autonomous mobile robots have vast applications which include industrial robots, service robots, drone-based robots for supplying customer goods, robots for space exploration and much more. Path planning is one of the important steps of using mobile robots in any application. In autonomous mobile robot navigation, local minima describe a situation in which an object gets stuck with no next possible move attainable. This paper introduces a new concept to …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 69–81 Read article
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Emotion Evaluation from Text: A Survey
Abstract: Information extraction is the process of retrieving structured information from unstructured or semi-structured text. It has a wide range of applications in domains such as biomedical literature mining, business intelligence, sentiment analysis, and emotion analysis. This survey describes recent works in the field of emotion detection for text data, being a part of the broader area of affective computing. It has been inspired by the well-known fact that, despite there …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 8–20 Read article
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Virtual Assistant based on IOT
Abstract: With the demand of automation into today’s world all the fields are moving towards the automation and that brings theinvention of AI (Artificial Intelligence). The demand of automation has actually reduced the human efforts. The discovery is toperform all the basic human stuffs automatically just on the command of the person. The assistant chat bot is built in the pythonlanguage and also does include the use of C language in …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 82–88 Read article
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Automatic License Plate Recognition using Video Sequences as Input and Artificial Neural Network as Recognition Technique
Abstract: ALPR system is used to automatically extract the number plate of a vehicle. This can be achieved by using different techniques that are employed in the field of image processing. ALPR method consists of 4 basic stages. The first stage of the system is the acquisition of an image of the vehicle. After that, the next step is license plate localization and then segmentation of the extracted license plate is …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 89–102 Read article
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Evaporation estimation using multilayer neural network – A case study for Chhattisgarh plains
Abstract: Evaporation being one of the most important components of the hydrological cycle, it is important to know its relationship with other climatic factors for developing strategies for effective water resource management especially for agricultural purposes. There are few direct and indirect methods in practice for the measurement or computation of evaporation losses. This study is conducted to demonstrate the ability of multilayer neural network (MLNN) with back propagation weight update …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 89–97 Read article