Home Personal

CI1599 - Thesis

Second Semester 2005/2006

 

News

This is the PDF version of my thesis. I'm so glad if you can obtain some values of it ^__^

 

Undergraduate Thesis Titles Offering

I has some ideas for the undegraduate thesis' titles as listed below:

1. A Genetic Algorithm-based Variable-Centered Intelligent Rule System
In this thesis we will design and implement a VCIRS base on Genetic Algorithms (GA). About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use Java (TM) for programming.

2. A Neural Network-based Variable-Centered Intelligent Rule System
In this thesis we will design and implement a VCIRS base on Neural Network. About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use Java (TM) for programming.

3. A Syntax Verification and Validation in Variable-Centered Intelligent Rule System
In this thesis we will design and implement a VCIRS with the ability to perform the syntax verification and validation of its generated node/rule. About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use Java (TM) for programming.

4. A Semantic Variable-Centered Intelligent Rule System
In this thesis we will design and implement a VCIRS with the ability to perform the semantic meaning of its generated node/rule. About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use Java (TM) for programming.

5. A Data Warehousing Using Variable-Centered Intelligent Rule System
In this thesis we will design and implement a Data Warehousing using VCIRS. About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use PHP and MySQL for web programming.

6. Data Mining from Variable-Centered Intelligent Rule System
In this thesis we will design and implement a Data Mining software from VCIRS. About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use PHP and MySQL for web programming.

7. A Decision Support System Using Variable-Centered Intelligent Rule System
In this thesis we will design and implement a Decision Support System (DSS) using VCIRS. About the VCIRS itself, in the following we present the abstract of VCIRS. For the intellectual rights property reason, we would like to use Java (TM) or PHP and MySQL for programming.

All theses above are base on my method entitled: Variable-Centered Intelligent Rule System (VCIRS), i.e, my master thesis. This thesis already presented in proceeding of the 1st Annual International Conference: Information and Communication Technology Seminar 2005 (ICTS2005), Vol. 1, No. 1, August 2005, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2005, pp. 167-174. The resume of this system in Indonesian version could be downloaded from here.The abstract of VCIRS is described in the following.

 

A Rule-based System (RBS) is a good system to get the answer of What, How, and Why questions from the rule base during inferencing. Answers and explanations are properly provided. The problem with RBS is that it can’t easily perform the knowledge acquisition process and it can’t update the rules automatically. Only the expert can update them, manually, by the support of a knowledge engineer. Moreover most researches in RBS concern more about the optimization of the existing rules than about generating new rules from them. Rule optimization, however, can not change the result of the inferencing, significantly, in term of knowledge coverage.

Ripple Down Rules (RDR) came up to overcome the major problem of expert systems: experts no longer always communicate knowledge in a specific context. RDR allows for extremely rapid and simple knowledge acquisition without the help of a knowledge engineer. The user does not ever need to examine the rule base in order to define new rules: the user only needs to be able to define a new rule that correctly classifies a given example, and the system can determine where the rule should be placed in the hierarchy. The limitation of RDR is the lack of powerful inference. Unlike RBS which is equipped with inference through forward and backward chaining, RDR seems to use Depth First Search (DFS) which lacks the flexibility of question answering and explanation accrued from powerful inference.

A Variable-Centered Intelligent Rule System (VCIRS) is proposed in this thesis. It hybridizes RBS and RDR. The system architecture is adapted from RBS and obtains advantages from RDR. This system organizes the rule base in a special structure so that easy knowledge building, powerful knowledge inferencing and evolutional improvement of system performance can be obtained at the same time. The term “Intelligent” in VCIRS stresses that it can “learn” to improve the system performance from the user during knowledge building (via value analysis) and refining (by rule generation).

Keywords: Rule-based Systems, Ripple Down Rules, knowledge building, knowledge inferencing, knowledge refining

Finished Undergraduate Theses

  1. Aris Tjahyanto, Irfan Subakti and Vico Cahya Setiawan, “A Designing and Building the Disease Diagnosing Expert System Software,” Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2003.
  2. Febriliyan Samopa, Irfan Subakti and Arie Affianto, “A Multiplayer RPG-Battle Web-Based Online Game with Macromedia Flash MX, Flash Remoting, and Flash Communication Server MX Technology,” Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2004.
  3. Irfan Subakti, Darlis Herumurti and Dimas Kaharudin Indra Rupawan, “A Visual Mutating Table Detection on Oracle with Dependency Trigger Tracing in the Table,” Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  4. Rully Soelaiman, Irfan Subakti and Roy Nugroho, "An Implementation of Dynamic Estimation Algorithm in Superresolution Image Reconstruction," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  5. Rully Soelaiman, Irfan Subakti and Galih Satriaji, "An Implementation of Image Information Retrieval Based on Fractal Parameter Histogram," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  6. Rully Soelaiman, Irfan Subakti and Eko Heryanto, "An Implementation of Fuzzy C-Means Clustering for Composite Stock Price Index Clustering at Jakarta Stock Exchange," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  7. Rully Soelaiman, Irfan Subakti and Egawati Panjei, "An Implementation of Runge Kutta Artificial Neural Network for Dynamic System Problems," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  8. Rully Soelaiman, Irfan Subakti and Heri Prasetyo, "A Performance Comparative Study of Texture Classifier Algorithm Based on Rayleigh Distribution Model and Gabor Filter," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  9. Irfan Subakti and Oky Wijayanto (5104109602 - oky_wijayanto@yahoo.com), "An Implementation of Fuzzy Concepts in Variable-Centered Intelligent Rule System at Department Admission in Chinese University of Hongkong Case Study," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  10. Irfan Subakti and Adhitya Bagus A.W. (5103109609 - pic_o@plasa.com - 0888 3406 058), "A Role Playing Game Web-Based Building Using Variable-Centered Intelligent Rule System," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  11. Irfan Subakti and Rahmat Hidayatullah (rahmat_dayat@telkom.net - 031 788 1065), "An Application of Expert System for Independent Healthy Problem Pre-diagnosis using Variable-Centered Intelligent Rule System," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006

Undergraduate Theses in Progress

  1. Rully Soelaiman, Irfan Subakti and Errica Yuanita, "A Template Matching Application Using Fourier Space-Variant Analysis Method," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  2. Rully Soelaiman, Irfan Subakti and Ira Lidya M., "An Analysis Rotation-Invariant Features for Texture Classification Using Gaussian Markov Random Field Method," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  3. Irfan Subakti and Tri Wahyu Hariawan, "An Implementation of Genetic Algorithms for Intrusion Detection System in Computer Network," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  4. Irfan Subakti and Rendi Akhmad (5102100061 - rentter1@yahoo.com - 031 702 734 62), "An Integrated Development Environment Building for Variable-Centered Intelligent Rule System," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  5. Irfan Subakti, Umi Laili Yuhana and Adi Bagus Prasetio, "An Expert System Implementation for Indonesian Herbal Alternative Selection," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  6. Irfan Subakti and Erwin Bayu S., "A Decision Support System for Cell-Phone Smartcard Selection and Production Using Variable-Centered Intelligent Rule System," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  7. Rully Soelaiman, Irfan Subakti and Immanuel Agustinus G., "A Restoration of Rigid Deformation Document Image," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  8. Rully Soelaiman, Irfan Subakti and Leris L. Tangdialla, "A Face Recognition by 2 Dimensional Principal Component Analysis Approach," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  9. Rully Soelaiman, Irfan Subakti and Lukman Arif, "An Offline Handwriting Verification Using Distance Statistics," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  10. Rully Soelaiman, Irfan Subakti and Parulian Simanjuntak, "An Image Interpolation Using Hidden Markov Tree Based Wavelet," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  11. Rully Soelaiman, Irfan Subakti and Hita Pradidwimastyo, "A Numeric Character Recognition Classifier Using Supervised Machine Learning Base on Context Dependent Differgence Collaborated with Fuzzy Sets," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.
  12. Rully Soelaiman, Irfan Subakti and Bagus Wahyudi, "An Irregular Image Shape Recognition Using Generalized Shape Context as Image Descriptor," Undergraduate Thesis, Department of Informatics, Faculty of Information Technology, Institute Technology of Sepuluh Nopember (ITS), Surabaya, Indonesia, 2006.

 

Back to Home