Tuberculosis is affected by mycobacterium tuberculosis. The bacteria commonly attack the lungs, but tuberculosis bacteria can violent any part of the body. This paper presents a rule-based system for Tuberculosis disease diagnosis to identify Tuberculosis disease timely. The system aims to deliver a monitor for health centers to assist the investigative process. A simple sampling technique is used for acquiring data. Data collection is acquired from document analysis, observation, and interviews to develop the proposed system. The acquired data is designed by using a decision tree structure to represent the diagnosis of tuberculosis disease. The proposed system is developed by SWI prolog and its interface is using Java programming language. The developed system has been evaluated by health centers’ domain experts. The performance of the proposed system has been achieved by 86%. Therefore, the developed knowledge-based has useful for diagnosing tuberculosis disease.

1.
Llidya
, "
Developing expert system for Tuberculosis Diagnose to support knowledge sharing in the era ofnational health insurance system
,"
2017
.
2.
Y. T. a. K.
Kifle
, "
Designing an expert system model for pulmonary TB
," vol.
10
,
2019
.
3.
D.
Aweke
, "
Development of Knowledge based system for wheat disease diagnosis
,"
2017
.
4.
Bin-Feng
Lin
,
Yi-Ming
Chan
,
Li-Chen
Fu
,
Pei-Yung
Hsiao
,
Li-An
Chuang
,
Shin-Shinh
Huang
, and
Min-Fang
Lo
Integrating Appearance and Edge Features for Sedan Vehicle Detection in the Blind-Spot Area
.”
IEEE Transactions on Intelligent Transportation Systems
13
(
2
): (
2012
),
737
747
.
5.
R. S.
Feris
,
B.
Siddiquie
,
J.
Petterson
,
Yun
Zhai
,
A.
Datta
,
L. M.
Brown
, and
S.
Pankanti
. “
Large-Scale Vehicle Detection, Indexing, and Search in Urban Surveillance Videos
.”
IEEE Transactions on Multimedia
14
(
1
): (
2012
),
28
42
.
6.
P.
Karthika
, and
P. Vidhya
Saraswathi
. “
A Survey of Content based Video Copy Detection using Big Data
.”
International Journal of Scientific Research in Science and Technology
3
(
5
): (
2017
),
114
118
,
7.
N. C.
Mithun
,
N. U.
Rashid
, and
S. M. M.
Rahman
. “
Detection and Classification of Vehicles from Video Using Multiple TimeSpatial Images
.”
IEEE Transactions on Intelligent Transportation Systems
13
(
3
):, (
2012
),
1215
1225
,
8.
R. Ganesh
Babu
,
P.
Karthika
, and
V. Aravinda
Rajan
. “
Secure IoT Systems Using Raspberry Pi Machine Learning Artificial Intelligence
.”
Second International Conference on Computer Networks and Inventive Communication Technologies in association with Springer Lecture Notes on Data Engineering and Communications Technologies
, May 23-24, in press, (
2019
).
9.
B. T.
Morris
,
C.
Tran
,
G.
Scora
,
M. M.
Trivedi
, and
M. J.
Barth
. “
Real-Time Video-Based Traffic Measurement and Visualization System for Energy/Emissions
.”
IEEE Transactions on Intelligent Transportation Systems
13
(
4
): (
2012
)
1667
1678
.
10.
Rahul
Krishnan
,
R. Ganesh
Babu
,
S.
Kaviya
,
N. Pragadeesh
Kumar
,
C.
Rahul
, and
S. Santhana
Raman
. “
Software Defined Radio (SDR) Foundations, Technology Tradeoffs: A Survey
.”
proceedings of IEEE International Conference on Power, Control, Signals & Instrumentation Engineering
, September 21-22, (
2017
),pp.
2677
2682
.
11.
R. Ganesh
Babu
, and
Dr.V.
Amudha
, “
Comparative Analysis of Distributive Optimized Clustering Techniques in Cognitive Radio Networks
.”
International Journal of Engineering and Technology
7
(
3.27
):.(
2018
).,
504
507
,
12.
C.
Bouvie
,
J.
Scharcanski
,
P.
Barcellos
, and
F. Lopes
Escouto
. “
Tracking and counting vehicles in traffic video sequences using particle filtering
.”
IEEE International Instrumentation and Measurement Technology Conference (I2MTC)
, (
2013
), pp.
812
815
,.
13.
P.
Karthika
,
R. Ganesh
Babu
, and
A.
Nedumaran
. “
Machine Learning Security Allocation in IoT
.”
IEEE International Conference on Intelligent Computing and Control Systems
, May 15-17, in press (
2019
).
14.
R.
Zhao
, and
X.
Wang
. “
Counting Vehicles from Semantic Regions
.”
IEEE Transactions on Intelligent Transportation Systems
14
(
2
):, (
2013
),
1016
1022
,.
15.
R. Ganesh
Babu
, and
Dr.V.
Amudha
. “
A Survey on Artificial Intelligence Techniques in Cognitive Radio Networks
.”
proceedings of 1st International Conference on Emerging Technologies in Data Mining and Information Security in association with Springer Advances in Intelligent Systems and Computing Series
, (
2018
). February 23-25, pp.
99
110
,
16.
Seelam
Sowjanya
,
Barani
Sundaram
. ”
OVERVIEW ON E-VOTING SYSTEM AND SECURITY CHALLENGES
,” http://www.ijaerd.com/index.php, (
2018
).
17.
Seelam
Sowjanya
,
Barani
Sundaram
, ”
Discovering IP Spoofers Locations From Path Backscatter
,” (
2018
) http://ijsart.com/Home/IssueDetail?id=21325.
18.
B. Barani
Sundaram
,
Seelam
Sowjanya
,
Venkatesh
Andavar
,
N. R.
Reddy
. ”
Opportunities and Challenges of E-Commerce in the Case of Ethiopia
,”
International Journal for Research in Technological Studies
| vol.
5
, Issue
4
, March
2018
| ISSN (online): 2348-1439.
19.
B. Barani
Sundaram
,
Seelam
Sowjanya
,
Venkatesh
Andavar
,
N.R.
Reddy
, ”
Effectiveness of Geographic Information System and Remote Sensing Technology as a Decision Support Tool in Land Administration the Case of Yeka Sub City
,”
Addis Ababa International Journal of Innovative Research in Science, Engineering and Technology
vol.
7
, Issue
3
, March
2018
, ISSN(Online): 2319-8753,ISSN (Print): 2347-6710.
20.
Seelam
Sowjanya
,
Barani
Sundaram
. ”
Review on Stylization Analysis using Stylometric Approach
,”
International Journal for Science and Advance Research In Technology (INTERNATIONAL PEER REVIEWED OPEN ACCESS JOURNAL
), (
2018
), ISSN [Online] : 2395-10522018.
21.
Seelam
Sowjanya
,
Dr.
Barani
Sundaram
,
Sisay
Deresa
, ”
Humans Emotions Extraction from Image Analysis
,”
International Journal for Science and Advance Research In Technology ( INTERNATIONAL PEER REVIEWED OPEN ACCESS JOURNAL
), (
2018
) ISSN [Online] : 2395-1052, 2018.
22.
Kaja
Masthan
,
Balam Suresh
Kumar
,
B. Barani
Sundaram
,
Balachandra
Pattanaik
,
Elangovan
B.
,
N. Kannaiya
Raja
. ”
Approach for Active Event Correlation for Detecting Advanced Multi-Level Cyber-Attacks
,”
Solid State Technology
, vol.
63
No.
2s
, (
2020
).
23.
B.
Elangovan
,
N. Kannaiya
Raja
,
Kaja
Masthan
,
Balam Suresh
Kumar
,
B. Barani
Sundaram
,
Balachandra
Pattanaik
. “
The Image Steganographic Method to Hide the Secret Text in an Image Using Spiral Pattern and Cryptographic Technique to Increase the Complexity for Eavesdropper
,”
Journal of Adv Research in Dynamical & Control Systems
, vol.
12
,
08
-Special Issue, (
2020
).
24.
Barani Sundaram
,
B.
,
Pandey
,
A.
,
Abiko
,
A.T.
,
Genale
,
A.H.
,
Karthika
,
P.
Analysis of Machine Learning Data Security in the Internet of Things (IoT) Circumstance
,”
Lecture Notes in Networks and Systems
,
2022
,
209
, pp.
227
236
, (
2022
).
25.
Barani Sundaram
,
B.
,
Kedir
,
T.
,
Mishra
,
M.K.
, …
Tiwari
,
S.M.
,
P.
Karthika
.”
Security Analysis for Sybil Attackin Sensor Network Using Compare and Match-Position Verification Metho
,”
Lecture Notes on Data Engineering and Communications Technologiesthis link is disabled
,
68
, pp.
55
64
, (
2022
).
26.
Thirumoorthy
,
D.
,
Rastogi
,
U.
,
Sundaram
,
B.B.
, …
Pattanaik
,
B.
,
Karthika
,
P.
An IoT implementation to ATM safety system
,”
Proceedings of the 3rd International Conference on Inventive Research in Computing Applications, ICIRCA 2021
, pp.
744
749
, (
2021
).
27.
Andavara
,
V.
,
Sundaram
,
B.
,
Bacha
,
D.
,
Dadi
,
T.
,
Karthika
,
P.
The Impact of Perceived Ease of Use on Intention to Use Mobile Payment Services for Data Security Applications
,”
Proceedings of the 2nd International Conference on Electronics and Sustainable Communication Systems, ICESC 2021
, pp.
1875
1880
, (
2021
).
28.
Amit
Pandey
,
Vijaykumar
Janga
,
Desalegn Aweke
Wako
,
Assefa Senbato
Genale
,
B Barani
Sundaram
,
P
Karthika
. “
Deep Learning Technology using New Media on Traditional Arts and Crafts of Complex Forms
,”
2022 6th International Conference on Trends in Electronics and Informatics (ICOEI)
, Pages:
1359
1365
,
Publisher:IEEE
, (
2022
).
29.
Assefa Senbato
Genale
,
B Barani
Sundaram
,
Amit
Pandey
,
Vijaykumar
Janga
,
Desalegn
Aweke
,
P
Karthika
. “
Big Data Analysis for knowledge based on Machine Learning using Classification Algorithm
,”
2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)
, Pages:
108
113
,
Publisher:IEEE
, (
2022
).
30.
Desalegn
Aweke
,
Assefa Senbato
Genale
,
B Barani
Sundaram
,
Amit
Pandey
,
Vijaykumar
Janga
,
P
Karthika
. ”
Machine Learning based Network Security in Healthcare System
,”
2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)
,Pages:
96
101
,
Publisher:IEEE
, (
2022
).
31.
Nedumaran
Arappali
,
Daniel Getachew
Tadesse
,
Abdulkerim Seid
Endris
,
P
Karthika
. ”
Enhancing the Qualityof Service in MANET Based Optimization on Routing Protocol
,”
Proceedings of Second International Conference on Sustainable Expert Systems
,Pages:
599
612
,
Publisher: Springer
(
2022
),
Singapore
.
32.
B Barani
Sundaram
,
Amit
Pandey
,
Vijaykumar
Janga
,
Desalegn Aweke
Wako
,
Assefa Senbato
Genale
,
P
Karthika
. ”
IoT Enhancement with Automated Device Identification for Network Security
,”
2022 6th International Conference on Trends in Electronics and Informatics (ICOEI)
, Pages:
531
535
,
Publisher:IEEE
, (
2022
).
33.
Amit
Pandey
,
Vijaykumar
Janga
,
Desalegn Aweke
Wako
,
Assefa Senbato
Genale
,
B Barani
Sundaram
,
P
Karthika
.”
Deep Learning Technology using New Media on Traditional Arts and Crafts of Complex Forms
,”
2022 6th International Conference on Trends in Electronics and Informatics (ICOEI)
, Pages:
1359
1365
,
Publisher:IEEE
, (
2022
).
34.
Vijaykumar
Janga
,
Desalegn Aweke
Wako
,
Assefa Senbato
Genale
,
B Barani
Sundaram
,
Amit
Pandey
,
P
Karthika
, ”
Artificial Intelligence in Cloud Technology and Wireless Network Technology using Health Care System
,”
2022 6th International Conference on Trends in Electronics and Informatics (ICOEI)
, Pages:
1
7
,
Publisher:IEEE
,.(
2022
).
This content is only available via PDF.
You do not currently have access to this content.