Departments and laboratories

Department of Information Systems

Department of Information Systems FIT

November 23

Department of Information Systems (DIS) was established in 1995 at the same time as the establishment of the Faculty of Information Technology, VNU University of Science (previously named University of Natural Sciences). Now, DIS has a team of staff experienced in both teaching and scientific researching, including 6 Associate Professors, 5 Doctors, 6 Masters, and several excellent students working as teaching assistants. Most of the staffs in DIS got the PhD degree at advanced institutes and universities in foreign countries, such as France, Japan and South Korea. In addition, DIS has many professors and lecturers, at advanced schools and institutes abroad, who participate as part-time lecturers.

During 20 years of development since the establishment, the Department received 4 certificates of merit and 9 emulation titles of VNU President. The staff of the Department received the title of Meritorious Teacher (i.e., Assoc. Prof. Dr. Hà Quang Thụy, Assoc. Prof. Dr. Lê Minh Khanh), Third-Class Labor Medals (i.e., Assoc. Prof. Dr. Hà Quang Thụy, Assoc. Prof. Dr. Lê Minh Khanh), 02 Merit of the Prime Minister, 01 title of IT Golden Globe, 05 Certificates of Minister of Education and Training, 05 Certificates and Honors of Hanoi, 16 Certificates of Merit from VNU President.

 

CORE STAFF

Assoc. Prof. Dr. Nguyễn Ngọc Hóa (HEAD)
Big data management, GIS, Smart integrated system, Information security

CORE STAFF

Dr. Nguyễn Thị Hậu (Deputy Head)
Genome evolution, Phylogeny, Data mining (time series data, DNA, RNA…)

CORE STAFF

Assoc. Prof. Dr. Hà Quang Thụy (former vice president)
Description: Thay HaQuangThuy
Rough set, Data mining (Text/Web, Social media, process mining), Knowledge technology

CORE STAFF

Assoc. Prof. Dr. Nguyễn Hải Châu (former Dean of Department of Training)
chau.png
High-performance computing, Geographic Information Systems (GIS), Spatial Data Infrastructure, Spatial Database

CORE STAFF

Assoc. Prof. Dr. Nguyễn Trí Thành
Machine learning, Data mining (text /web), social networks mining, business processes mining

CORE STAFF

Assoc. Prof. Dr. Phan Xuân Hiếu
Description: https://lh6.googleusercontent.com/ZAhkn7EvzzcurSh9r6X1te0TNLq2tJBUxM9or8rKCQFpoAxR3aDpFQDrNsvMhc5l2bS3iFy4wjVR8eFxJhG_DgRabNnz7hhzmQH09TXUl-bkg5i2K9D6NyCRJvpIKQ
Machine learning, Data mining, Natural language processing, Business intelligence

CORE STAFF

Dr. Bùi Quang Hưng
Description: https://lh6.googleusercontent.com/USdJXB4c5TFNADKH85goMptVgA8GujW6k5RjijHRXytAUgbXzAr-k8Rio0P8p_PeUgO8maEeAKNQeVBp021-enTm6Uf6806WhlRhhdq2RCDHEdp7l8q4FnjhtDq3_g
Spatial Data Infrastructure, Geographic Information System, Big Data Management, Data Mining

CORE STAFF

Dr. Dư Phương Hạnh
Spatial Data Management, Query Optimization, Large-scale Database

CORE STAFF

Dr. Lê Hồng Hải
Fingerprint Identification, Database, Data Warehouse

CORE STAFF

Knowledge representation, Knowledge integration, Ontology, Machine learning

CORE STAFF

Dr. Lê Đức Trọng
Text mining, Recommendation system

CORE STAFF

Dr. Trần Mai Vũ
Data mining (text / web), Natural language processing, Natural language processing for biomedical

CORE STAFF

Msc. Vũ Bá Duy
Database, Data warehouse

CORE STAFF

Dr.  Phạm Cẩm Ngọc
High performance computing, Parallel processing
ngoccam.pham@intec.ugent.be

CORE STAFF

Dr. Lê Hoàng Quỳnh
Data mining, Natural language processing, Biomedical data mining
quynhlh@vnu.edu.vn

Part-time Lecturer

Dr. Nguyễn Tuệ (the first Dean)

Part-time Lecturer

Assoc. Prof. Dr. Nguyễn Hà Nam
Institute of Information Technology

Part-time Lecturer

Prof. Nguyễn Hùng Sơn
Warsaw University

Part-time Lecturer

Prof. Đỗ Văn Tiến
Budapest University of Technology and Economics

Part-time Lecturer

Assoc. Prof. Dr. Nguyễn Anh Linh
NAL3.png
Warsaw University
nguyen@mimuw.edu.pl

Part-time Lecturer

Assoc. Prof. Dr. Nguyễn Lê Minh
00525.jpeg
Japan Advanced Institute of Science and Technology
nguyenml@jaist.ac.jp

Part-time Lecturer

Dr. Nguyễn Việt Cường
Japan Advanced Institute of Science and Technology

Part-time Lecturers

Assoc. Prof. Dr. Đỗ Văn Thành
Ministry of Planning and Investment

Part-time Lecturers

Dr. Vũ Tiến Thành

Part-time Lecturers

Assoc. Prof. Dr. Lê Minh Khanh (NGƯT)

Part-time Lecturers

Msc. Phạm Hải Đăng
Big data management, system integration

Part-time Lecturers

Msc. Phạm Duy Phúc
Information system security, Attack prevention, System vulnerability detection

TRAINING

The Department of Information Systems is responsible for developing Information System majors in the Faculty of Information Technology(FIT), including bachelors, masters, and doctoral levels. Lecturers of the Department have participated in developing the programs, course outlines, text books, and teaching many fundamental subjects of Information Technology. The Information System programs as well as their cousers are designed following the Standard Orientation of ACM organization. Currently, the Department is mainly responsible for the design and training:

– Bachelor program of Information Systems (following ACM/AIS 2010 orientation)

– Master program of Information Systems

– Doctoral Program in Information Systems

Since 2013, these programs have been updated with new trends in the Information Systems, keeping pace with the corresponding training programs at famous universities in the world (such as such as Carnegie Mellon University – USA, National University of Singapore, …).

The department is responsible for teaching a large number of undergraduate subjects (i.e., 29 subjects) for Information Technology major. For graduate programs, the Department is mainly responsible for Information System programs with 42 specialized subjects. In addition, the Department currently teaches about 8 topics for PhD students.

Over 20 years of development, the Department of Information Systems has over 900 bachelors of science, 300 Masters and 15 PhDs.

 

TEXT BOOK
1. Advanced database (Cơ sở dữ liệu nâng cao), Nguyễn Tuệ, Nguyễn Hải Châu, Nguyễn Ngọc Hóa, ĐHQGHN, 2015.

2. Advanced Linux programming (Lập trình Linux nâng cao), Nguyễn Trí Thành, ĐHQGHN, 2014.

3. Data mining (Khai phá dữ liệu), Nguyễn Hà Nam, Hà Quang Thụy, Nguyễn Trí Thành, ĐHQGHN, 2013.

4. Unix-Linux operating systems (Hệ điều hành Unix Linux), Hà Quang Thụy, Nguyễn Trí Thành, NXB Giáo dục, 2009.

5. Text/web mining (Khai phá dữ liệu Text/Web), Hà Quang Thụy, Phan Xuân Hiếu, Đoàn Sơn, Nguyễn Trí Thành, Nguyễn Thu Trang, Nguyễn Cẩm Tú, ĐHQGHN, 2009

6. Fundamentals of Operating systems (Nguyên lý Hệ điều hành), Hà Quang Thụy, NXB Khoa học kỹ thuật, 2008.

7. Information Security (An toàn thông tin), Trịnh Nhật Tiến (forthcoming)

8. Fundamentals of information Systems (Cơ sở hệ thống thông tin), Hà Quang Thuỵ, Nguyễn Ngọc Hoá, 2018

 

RESEARCH AND TECHNOLOGY

The Department’s research and technology include four main directions: Knowledge and data mining technology, Database and Geographic Information System (GIS), Science of services, and Information security.

The department has completed over 50 research projects, published over 250 scientific papers (10 ISI, and 60 Scopus journals). The department also cooperates with the Knowledge Technology Laboratory (KTLab) and many overseas universities/research institutes, such as the Japan Advanced Institute of Science and Technology (JAIST); Tohoku University (Japan); Japan National Institute of Informatics (NII); Life analytical research center (LARC) in Singapore Management University; School of Higher Technology, Quebec University (Canada), etc.

 

KNOWLEDGE TECHNOLOGY AND DATA MINING

• Text/web mining

– Classification application

– Clustering application

– Feature selection

– Hidden topic modeling

– Information extract

– Information retrieval

– Association rule mining

– Fuzzy set, rough set application

• Business process mining

– Business process discovery

– Business process abstraction

– Business model conformance checking

– Apspect mining

• Application of machine learning methods and models

– Feature learning: feature extraction, data dimension reduction

– Basic ensemble learning: random forest, boosting

– Deep learning: self-coding network, limited Boltzmann machine, deep architecture

– Graph models: hidden Markov model, patterned Randomized Field (CRF) model

– Neural network: RBF network

• Domain driven data mining

– Biomedical document data mining

– Time series data mining

– Genetic data mining

– Satellite image data mining

 

DATABASE AND GEOGRAPHICAL INFORMATION SYSTEM (GIS)

Geographical information system

– Digital map and services base on GIS

– Data visualization on digital map

– Satellite image processing and mining

– Site surveillance

• Database

– Query processing optimization

– Spatial / temporal data modeling

– No-SQL database, NewSQL database, in-memory database, specialized data model, …

– Data visualization

– Data warehouse

– Large scale data modeling, processing and storage

• Geographical information system – GIS

– Digital maps, services based on GIS (location based services)

– Data visualization on a digital map

– Processing and exploiting satellite images

– Field surveillance

 

SCIENCE OF SERVICES

• Science of services

– Service Oriented Architecture (SOA)

– Web services

– Customer relationship management (CRM), Enterprise resource planing (ERP) systems

– Business Intelligence

• Smart systems integration

– Data integration, function and system integration

– Context based services

• Application information systems

– Management information system

– Health information system

– Traffic information system

 

INFORMATION PROTECTION AND SECURITY

• Cryptography

– Cryptography and steganography algorithms

– Digital signature, digital certificate

– PKI public key infrastructure

– Electronic government, electronic cash, electronic voting, etc.

• Biometric authentication

– Identifying biometric characteristics: fingerprint, face, iris

– Fingerprint, face, and iris authentication models

– Electronic passport / biometric

• Digital law

– Hide/detect hidden information in multimedia data

– Watermarking and copyright protection

• Service safety

– Detect security vulnerabilities in services

– Ensure service security in data centers

 

TYPICAL PROJECTS
1. KC.01.02 06-10, Research and develop a content filtering system that supports the management and security of information on the Internet, 2007-2010.

2. KC01.01/06-10, Develop fundamental tools for Vietnamese language and speech processing (VLSP), 2007-2009.

3. KC.01.TN11/11-15, A 360o video system on online maps for some main streets of Hanoi , 2012.

4. KC.03.26/11-15, Nghiên cứu xây dựng phần mềm công cụ để phát triển các ứng dụng thu thập và xử lý số liệu trong các hệ thống giám sát tập trung, 2014-2015.

5. Đề tài QG.10.38, Nghiên cứu và phát triển mô hình và giải pháp để cài đặt đặt một máy tìm kiếm tiếng Việt, 2010-2011.

6. QG.09.27, Automatical retrieval system of satellite images of Vietnam territory and application, 2009-2011.

7. QG.09.28, Study and develop the process of issuing and controlling Vietnamese electronic passports, 2009-2011

8. KC.01.19/16-20, Research and build the security risk assessment and incident response systems for Vietnamese e-Government, 2019-2021.
9. KC.01.28/16-20, Research and Build the IDPS ecosystems for Vietnamese e-government, 2019-2021.

 

RESEARCH PRODUCTS

1. A Web content analyzing and filtering system at the national Internet portal in Linux environment: which is capable of analyzing and classifying Web sites with bad content in English, Vietnamese and images (2009)

2. A public key certificate issuing and management system ZCA (2009)

3. A biometric passport authentication system (fingerprint, iris and face matching), 2011.

4. A 360o video system on online maps, 2011.

5. Event monitoring system on websites VnLoc, 2012.

6. The system for retrieving and stitching satellite images from Google and Bing for building maps, 2013.

7. An automatic words translation application with augmented reality ARTranslator, 2013.

8. A fingerprint matching system development kit FingerprintSDK, 2014.

9. A support system for teaching scheduler, 2014.

10. A students’ request management system for UET, 2014.

11. SCADA – An online graphing support toolkit, 2014.

12. A support system for designing and automatic reporting, 2015.

13. A virtual assistant for Vietnamese – VAV, 2016.

14. A group voice chat system on mobile devices and Web based on WebRTC, 2017.

15. IT infrastructure monitoring system, 2019.

16. UET.SRA – Security Risk Assessment System, 2020.

17. UET.SIR – Security Incident Response System, 2021.

18. Blockchain-based Land valuation certificate management service, 2021.

19. UET.IPS – Intrusion Detection & Prevention System, 2021.

© VNU-UET-Faculty of Information Technology. All rights reserved.