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...

1 answer below »

View more »
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
150 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...
SOLUTION.PDF

Answer To This Question Is Available To Download

Related Questions & Answers

More Questions »

Submit New Assignment

Copy and Paste Your Assignment Here
April
January
February
March
April
May
June
July
August
September
October
November
December
2025
2025
2026
2027
SunMonTueWedThuFriSat
30
31
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
1
2
3
00:00
00:30
01:00
01:30
02:00
02:30
03:00
03:30
04:00
04:30
05:00
05:30
06:00
06:30
07:00
07:30
08:00
08:30
09:00
09:30
10:00
10:30
11:00
11:30
12:00
12:30
13:00
13:30
14:00
14:30
15:00
15:30
16:00
16:30
17:00
17:30
18:00
18:30
19:00
19:30
20:00
20:30
21:00
21:30
22:00
22:30
23:00
23:30