MITS5509 Intelligent Systems for Analytics Assignment 1 and 2 Presentation and Research Report MITS5509 Assignment 1 and 2 Copyright © XXXXXXXXXXVIT, All Rights Reserved. 2 NOTE: This Document is used...

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Hello, the subject name is Intelligent system analytics. I need a research report.


MITS5509 Intelligent Systems for Analytics Assignment 1 and 2 Presentation and Research Report MITS5509 Assignment 1 and 2 Copyright © 2015-2019 VIT, All Rights Reserved. 2 NOTE: This Document is used in conjunction with Assessment 1 [Presentation & participation] and Assessment 2 [Research Report] in the Teaching and Assessment Plan document [MITS5509_Teaching and Assessment Plan.doc] Objective(s) This assessment item relates to the unit learning outcomes as in the unit descriptor. This assessment is designed to improve student presentation skills and to give students experience in researching a topic and writing a report relevant to the Unit of Study subject matter. INSTRUCTIONS These instructions apply to both Assignment 1 - Presentation and Assignment 2 Research Report. Assignment 1 - Presentation and Participation - 10% (Sessions 5-12) Individual Assignment For this component you will be required to do a 5-10 minute presentation on a recent academic paper on a topic related to Intelligent Systems for Analytics or Intelligent Systems. Some possible topic areas include but are not limited to: • Intelligent Systems for Data Warehouse systems • Evolving Intelligent Systems: Methods, Learning, & Applications • Distance Metric Learning in Intelligent Systems • Intelligent Systems for Socially Aware Computing • Data Mining techniques with IS • frameworks for integrating AI and data mining • Expert System • Structure of knowledge Engineering • IS and Support Vector Machines • IS and Neural Network Architectures • Heuristic Search Methods • Genetic Algorithms and Developing GA Applications The paper you select must be directly relevant to one of the above topics or another topic and be related to Intelligent Systems for Analytics. The paper must be approved by your lecturer and be related to what we are studying this semester in Intelligent Systems for Analytics. The paper MITS5509 Assignment 1 and 2 Copyright © 2015-2019 VIT, All Rights Reserved. 3 can be from any academic conference or other relevant Journal or online sources such as Google Scholar, Academic department repositories, or a significant commercial company involved in research such as IBM etc. All students must select a different paper. Thus, the paper must be approved by your lecturer before proceeding. In case two students are wanting to present on the same paper, the first who emails the lecturer with their choice will be allocated that paper. Please note that popular magazine or web-site articles are not academic papers. A grade of 10% of the Units mark will be awarded for your presentation and your participation in other student presentations. You are to prepare a set of powerpoint slides for your presentation. If you do not participate in at least 70% of other student’s presentations you will forfeit a significant proportion of the marks for this component. Note: if class numbers are large the presentations may be organized into groups, but students will still all need to select their own individual paper for assignment 2. In the case where presentations are arranged in groups each group can decide which students paper will be used for the presentation. The presentations will occur in sessions 5-12 on the academic calendar for the semester and the order of presentations will be by arrangement, but these will be evenly spread over those sessions. What to Submit. There is no submission for this component, you are allocated marks based on your presentation and participation Assignment 2 - Research Report - 10% (Due Session 8) Individual Assignment For this component you will write a report or critique on the paper you chose from Assignment 1, the Presentation and Participation component above. Your report should be limited to approx. 1500 words (not including references). Use 1.5 spacing with a 12 point Times New Roman font. Though your paper will largely be based on the chosen article, you should use other sources to support your discussion or the chosen papers premises. Citation of sources is mandatory and must be in the IEEE style. Your report or critique must include: MITS5509 Assignment 1 and 2 Copyright © 2015-2019 VIT, All Rights Reserved. 4 Title Page: The title of the assessment, the name of the paper you are reporting on and its authors, and your name and student ID. Introduction: Identification of the paper you are critiquing/ reviewing, a statement of the purpose for your report and a brief outline of how you will discuss the selected article (one or two paragraphs). Body of Report: Describe the intention and content of the article. If it is a research report, discuss the research method (survey, case study, observation, experiment, or other method) and findings. Comment on problems or issues highlighted by the authors. Report on results discussed and discuss the conclusions of the article and how they are relevant to the topics of this Unit of Study. Conclusion: A summary of the points you have made in the body of the paper. The conclusion should not introduce any ‘new’ material that was not discussed in the body of the paper. (One or two paragraphs) References: A list of sources used in your text. They should be listed alphabetically by (first) author’s family name. Follow the IEEE style. The footer must include your name, student ID, and page number. Note: reports submitted on papers which are not approved or not the approved paper registered for the student will not be graded and attract a zero (0) grade. What to Submit Submit your report to the Moodle drop-box for Assignment 2. Note that this will be a turn-it-in drop box and as such you will be provided with a similarity score. This will be taken into account when grading the assignment. Note that incidents of plagiarism will be penalized. If your similarity score is high you can re-submit your report, but re- submissions are only allowed up to the due date. If you submit your assignment after the due date and time re-submissions will not be allowed. Please Note: All work is due by the due date and time. Late submissions will be penalized MITS5509 Assignment 1 and 2 Copyright © 2015-2019 VIT, All Rights Reserved. 5 at the rate of 10% per day including weekends.
Answered Same DayAug 11, 2021MITS5509

Answer To: MITS5509 Intelligent Systems for Analytics Assignment 1 and 2 Presentation and Research Report...

Sudipta answered on Aug 16 2021
137 Votes
Intelligent Systems For Analytics
Defining Insight For Visual Analytics
Remco Chang, caroline Ziemkiewicz, Tera Marie Green and William Ribarsky
University of North Carolina at Charlotte
Ashok Mallela
41345
Introduction:
“We are
surrounded by data, but starved for insights” – jay Baer
The research paper deals with the topic of how spontaneous insight and knowledge building insight differs in visualization and analytics. Spontaneous insight refers to one in which approach comes from thinking and there’s no pre-requisite required for it while knowledge building insight comes from more practice and problem solving. Insight for visual analytics means working on huge amount of data and transforming them into visualization for easy understanding. Researchers in cognitive neuroscience are working on their own way of insight for examining neural activity which include huge amount of data.
    The two insight procedures though does not have much difference in their outcome but are almost opposite to each other. The cognitive science community describes insight as a moment to increase or gain knowledge and parallel to this in more vast cases it means advance in knowledge. For example Alan Watts explains insight as “The only way to make sense out of change is to plunge into it, move with it, and join the dance.” In everyday life cycle it is not easy to figure out when one should apply spontaneous insight instead of traditional problem solving insight. So researcher or data scientists need to go into the problem and play with the data everyday to have a productive outcome and insight.
    The main aim is to bridge the gap between theory and practice using insight for data visualization in different application domain.
Insight definition and outcomes:
    With increase in technology and modernization the amount of data is also increasing. So the study of massive and complex data for extraction of relevant details have also become important in many field like bioinformatics, chemistry, astronomy, health, physics and economics. For this the need of insight and data visualization is required for current and future directions.
Spontaneous insight refers to a situation in which a person moves from a condition of not understanding or able to solve a problem to a condition of knowing how to solve. Researchers have found...
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