Many challenges in data mining and usage

Lục Giang |

When mining and using data, financial institutions face many challenges. Among them, keeping data clean and accurate is very important.

The development of digital financial products has become an inevitable trend in the process of moving towards sustainable economic growth. The demand for these products has encouraged financial institutions to exploit data and enhance their analytical capabilities to improve decision-making processes and optimize business.

Financial institutions are leveraging big data and artificial intelligence (AI) to deliver efficient services, optimize customer experience, and ensure transparency. At the same time, new data protection regulations place strict compliance requirements.

At the seminar on "Data products and data analysis for financial institutions" organized by FiinGroup, the International Finance Corporation (IFC) and the Vietnam Banks Association (VNBA) on the afternoon of November 20, Mr. Jinchang Lai, Chief Expert, Head of Financial Infrastructure Group, Financial Institutions Advisory Department, Asia Pacific Region, IFC expressed his opinion: When making credit decisions, it is necessary to combine the use of commonly used company data, plus other data to make better decisions. Outside the company, there is often a need for other big data and it is necessary to base on the purpose of using the data to exploit the data appropriately.

Meanwhile, Mr. Neli Munroe, representative of the Business Information Association (BIIA), said that accuracy, relevance and transparency are the three main and most important keywords in the use of data. At the same time, in ensuring the accuracy of data, there needs to be a mechanism to ensure this.

Regarding the challenges that financial institutions face in using data, Mr. Doan Thanh Hai - Deputy Director of the Information Technology Department of the State Bank of Vietnam (SBV) said that keeping data clean and accurate is very important. SBV has had requirements for cleaning data as per the Government's Project 06. In fact, at banks, during the long period of using data, data about personal bank accounts has been infiltrated and exploited by criminals, often out of control.

Currently, banks have also actively implemented data cleaning, account cleaning, and customer records, and this is quite effective when criminals exploiting bank data have significantly decreased.

Mr. Hai also said that according to the new Law on Personal Data being drafted, there are expected to be many regulations to protect personal data more strictly. Among them, it is required that if a bank wants to share personal data with another party, it must have the consent of that individual. This is very beneficial for the people. However, this is also a challenge for banks because the working process and data processing will be interrupted.

Discussing the solution to this problem, Mr. Jinchang Lai said that if everything relies on the consensus of all parties, the efficiency in using data will not be high.

“Therefore, it is necessary to decentralize data protection. Rank data into levels 1, 2, 3, 4 to exploit it appropriately depending on the sensitivity of the data. Such as personal data, classify personal data, financial data, sensitive data…”, the expert shared.

Lục Giang
RELATED NEWS

Change hometown information on the National Database

|

The Ministry of Public Security informs about a case of not being granted an ID card due to discrepancies in information with information on the National Population Database.

Gold price recovery interrupted by US economic data

|

After the fall on November 7, many people expected the gold price to recover soon due to the wave of gold buying. However, the recovery is facing obstacles due to US economic data.

Bringing election information to each household in Van Vy fishing village, Hanoi

|

Hanoi - Before the election day, grassroots officials and waterway traffic police went to each household in Van Vy fishing village, ensuring that all voters were aware of election information.

Two "woodblocks - trấn trạch seals" artifacts at Phu Tien Huong of unknown origin

|

Ninh Binh - Two artifacts called "woodblocks - trấn trạch seals" being kept at Tien Huong palace have been identified as having no records or origin.

Ho Chi Minh City adjusts Thu Thiem planning to build a new administrative center, 99-story tower

|

Ho Chi Minh City adjusts the planning of Thu Thiem to build a new Political - Administrative Center, a 99-story financial tower, and adjusts the location of the Children's Palace and the Opera House.

The second largest oil refinery in the country operates effectively to ensure gasoline and oil supply

|

Dung Quat Oil Refinery is operating at a capacity of 124-125%, contributing to ensuring gasoline and oil supply and stabilizing the domestic market.

Stock market recovers for the second consecutive session and regains the 1,700 point mark

|

The stock market had a positive trading session with green color spreading in most industry groups, VN-Index jumped up 51 points.

Review of records of 38 billion VND spent on overtime tutoring for teachers in Dak Lak

|

Dak Lak - Functional agencies are investigating dossiers to soon pay more than 38 billion VND for overtime teaching for teachers. This debt has been prolonged for 5 years.

Change hometown information on the National Database

HƯƠNG NHA |

The Ministry of Public Security informs about a case of not being granted an ID card due to discrepancies in information with information on the National Population Database.

Gold price recovery interrupted by US economic data

Khương Duy (Theo Kitco) |

After the fall on November 7, many people expected the gold price to recover soon due to the wave of gold buying. However, the recovery is facing obstacles due to US economic data.

Dữ liệu cá nhân bị lộ lọt, cuộc gọi rác vẫn quấy rối người dùng

HƯƠNG NHA |

Những cuộc gọi rác như tư vấn bất động sản, tặng quà khách hàng... thậm chí lừa đảo trực tuyến vẫn tấn công người dùng và tình trạng này được nhận định là thường xuất phát từ việc thông tin cá nhân bị lộ, lọt.