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In an increasingly digitalised world, data and information are not only foundational and catalytic but fuel that drives almost everything. But more than just volumes of raw data and mountains of basic information, what is required for actionable, intelligent insights is the understanding of the complex relationships between data points and their nuanced correlations.
As organisations across the public and private sectors become increasingly reliant on AI tools and platforms for decision-making, knowledge graphs take on more significance. They offer a comprehensive way to represent data relationships and derive meaning. Knowledge graphs embed intelligence into the data itself and offer AI the tools to make sense of it all – to be more explainable, accurate and repeatable.
THE FUTURE OF AI: Machine Learning and Knowledge Graphs is a great read for forward-thinking organisations that are keenly aware of the power their data represents and who understand that its proper use empowers intelligent decision making.
Read more to gain a better understanding of the power of knowledge graphs that can vastly improve decision-making and impact business performance and outcomes.


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HKSTP has entered a strategic partnership with a Swiss multinational pharmaceutical company to position Hong Kong and the Greater Bay Area as a leader in life science innovation and set an example for the region. This is the first collaboration between HKSTP and the life sciences corporation that encompasses technology and data sharing.
The two are committed to promoting life science innovation and healthcare policy. They aim to provide a robust platform and support for start-ups in Hong Kong and mainland China by creating an ecosystem for healthcare start-ups. The goal is to make the Greater Bay Area a leader in life science and healthcare innovation and serve as a model for the rest of China in terms of technology application and registration. Additionally, they hope to establish the GBA as a hub for talent and corporates in the Asia Pacific region.
The principal areas of collaboration are:
- Shaping Policy – A white paper to articulate policy recommendations, organising a public forum and a round-table for an in-depth discussion with government officials;
- Co-incubation program – providing the start-ups with support and guidance on science, strategy and marketing, and creating a platform for the start-ups and potential partners to network and exchange; and,
- Data collaboration – Fostering a conducive data-sharing environment in the STP Platform and among stakeholders; exploring synthetic data generation tools; promoting the “data collaboration” concept to the community.
The Secretary for Innovation, Technology and Industry was one of the witnesses to the Collaboration Agreement Signing Ceremony, he stated that the partnership aligns with the Hong Kong Innovation and Technology Development Blueprint recently released.
With the strong support from the Central Government and the government’s commitment to I&T development, as well as Hong Kong’s unique advantages, the partnership will greatly contribute to the development of a world-class biomedical ecosystem in Hong Kong.
The CEO of HKSTP stated that the partnering firm is a global pharmaceutical leader with strong connections to business leaders, scientists, marketers, and investors globally. It is believed that the partnership will foster the development of more health talents and significantly speed up growth in our medical research, drug development, and clinical trial processes.
The Head of the firm’s China-based innovation centre stated that the company is so glad to see this collaboration happen. It is hoped that the partnership can bridge HK and other cities in China for more opportunities to exchange, collaborate and empower start-ups; accelerate conversion and commercialisation; and to bringing hope to patients in China.
The APAC Sub Region 3 Head of the firm’s diagnostics arm noted that Hong Kong has a great foundation of scientific research. The firm looks forward to this collaboration in advancing high-quality research work, building a platform for innovation and benefiting the Asian population as well as the rest of the world.
The launch ceremony was attended by various dignitaries including the Under Secretary for Innovation, Technology and Industry; the Commissioner for Innovation and Technology, the Head of APAC Area at the firm, the Head of the firm’s accelerator (CICoR), the General Manager, Hong Kong and Macau and Mr Ronald Lo, General Manager, at the firm’s Hong Kong and Macau diagnostics arms.
Recent research has found that the global life science analytics market size was valued at US$ 8.3 billion in 2021, and is expected to grow at a compound annual growth rate (CAGR) of 7.7% from 2022 to 2030. This growth is driven by the increasing adoption of analytics by the life science industry, which uses descriptive and reporting analysis for building databases and prescriptive and predictive analysis for predicting future trends and results.
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Data has been regarded as critical in developing China’s data services economy and promoting industrial and government digitalisation. According to a whitepaper published by the China Academy of Information and Communications Technology (CAICT), China ranks first in terms of the total number of accepted patents linked to big data, accounting for more than half of all globally in 2021.
Recognising its significance, China has increased its investment in big data research. The white paper revealed that China accounted for 31% of the world’s published studies on big data.
CAICT demonstrated that the general level of China’s big-data technology industry has substantially improved, innovation capacity is being expanded, and the market forecast is widely acknowledged. In 2021, the total number of big-data market participants in China will approach 180,000, and investment in big-data-related firms will reach a new high of 80 billion yuan (US$11.6 billion).
“In 2022, China continues to step up its efforts in terms of policies, talent, and money, providing a significant push for the continuing growth of big data,” told Yu Xiaohui, CAICT’s head.
The whitepaper gave at the 5th Data Asset Management Conference. It gave a comprehensive overview and analysis of the current situation, difficulties, and developments in data storage and computing, data management, data circulation, data application, and data security.
As a realisation step to its big data objectives, China’s investment in large data centres is predicted to increase by more than 20% per year (2021-25). As a result, cumulative investment in linked industries is expected to exceed 3 trillion yuan (US$ 471 billion), according to the country’s top economic regulator.
Furthermore, the country has approved the construction of eight national computing hubs and proposals for ten national data centre clusters to increase overall computing power and resource efficiency.
As per National Development and Reform Commission (NDRC) data, 25 new projects were launched in the ten national data centre clusters this year, resulting in a total investment of more than 190 billion yuan (US$ 28,7 billion). Investment in western regions has increased six-fold over the previous year, accounting for 60% of overall investment. The NDRC declared that the next stage would be to increase efforts to successfully encourage investment in upstream and downstream industries and promote the large-scale and green development of Big Data centres.
Meanwhile, the scale of China’s big data industry is expected to exceed 3 trillion RMB (US$ 471 billion) by 2025, with a compound growth rate of about 25%, according to the Ministry of Industry and Information Technology’s (MIIT) development plan.
The plan also intends to establish a data element value evaluation system, strengthen the basis of the big data industry, create a stable and efficient industrial chain, and encourage the growth of the industrial environment.
MIIT also called for improved cross-border big data security management in a five-year strategy until 2025. The initiative comes as the country moves forward with its data and technology regulatory framework. It reaffirms data as a production factor and a national strategic resource.
Aside from that, China recognises that, as data volumes increase, it must adopt laws to promote the effective use and circulation of public, personal, and corporate data and strengthen governance over data resources. Accordingly, the Central Committee of the Communist Party of China and the State Council, or Cabinet, generates a plan to develop a data ownership system, a circulation and trading system, and a way to distribute digital currency.
The new guidelines are intended to encourage the lawful and efficient use of data to empower the real economy and allow individuals to benefit from the rise of the digital economy. The new policies also will enable the country to respond to the global technological revolution and industrial transformation while increasing its international competitiveness.
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The first national data centre (PDN) in Indonesia, according to Minister of Communication and Informatics Johnny G. Plate, will be designed as a green government cloud built to Tier-4 standards – the best data centre standard in the world.
The PDN will be located about 40 kilometres from Jakarta and will have 25,000 processor cores, 40 Petabytes of storage, and 200 TB of memory.
“Everything is green and environmentally friendly. However, it’s not easy because you must meet the standards and certification requirements,” Minister Johnny explained to media workers after an inspection of the National Data Centre construction site in the Greenland International Industrial Centre Deltamas area of Cikarang, Bekasi, West Java.
According to Minister Johnny, the global Tier-4 International Standards require an uninterrupted data centre with a water-cooling system. Therefore, in terms of power supply or electricity, 20 Megawatts will be provided for the first time, with the capacity to be increased to 80 Megawatts to ensure its availability with no downtime.
Minister Johnny has encouraged the team to expedite the construction of Indonesia’s first National Data Centre (PDN). The centre’s construction is scheduled to last 24 months. The PDN’s effective operational date begins with fulfilling all contract precedent conditions. PDN construction has been underway for approximately two months since the project’s inception.
“I believe the progress is much faster than 8% because there is a lot of progress that is not physically visible, such as design issues or other management issues that have been completed, but these developments must be submitted regularly,” said Minister Johnny.
Nonetheless, the Minister of Communication and Information emphasised that he would conduct direct and periodic monitoring in the form of a progress review meeting so that construction could proceed more quickly and without incident.
Establishing this data centre is critical to support more efficient and effective state administration. PDN supports data interoperability to create One Data Indonesia or the government’s data-driven policy. According to the minister, the existence of PDN will benefit all government agencies’ services and the development of national digital talent.
According to Minster Johnny, the presence of PDN can support digital human resource development programmes. Including bolstering the Ministry of Communication and Information’s efforts to prepare digital literacy training, Digital Talent Scholarships, and Digital Leadership Academy to support the government in the SPBE framework, thevdigital economy, MSMEs and Ultra Micro Go Digital and various creations of innovations in the digital sector.
The first government data centre was built through a collaboration between Indonesia and France, with a contract value of EUR 164.6 million (US$175.64 million). Johnny explained that the French government is funding 85% of the development, and 15% is funded by pure Rupiah APBN. In addition, the French government has made a 15% down payment, or the equivalent of IDR 376 billion (US$24 million).
Meanwhile, in separate conversations, Semuel Abrijani Pangerapan, Director General of Informatics Applications at the Ministry of Communication and Informatics, revealed the PDN ecosystem includes cloud computing, big data analytics and artificial intelligence, blockchain, and the metaverse. Hence The National Data Centre is expected to result in intelligent and modern governance.
The Ministry has planned four PDN development sites: the Deltamas Industrial Estate (Jabodetabek) area, the Nongsa Digital Park (Batam) area, East Kalimantan’s new National Capital City (IKN), and Labuan Bajo, East Nusa Tenggara.
Following the initial PDN construction in Cikarang, West Java, the second PDN will be built in the Nongsa neighbourhood of Batam City, Riau Archipelago Province. At this location, a fibre optic network capable of connecting the area and its environs to western Indonesia already exists. The second PDN development site will be in IKN and Labuan Bajo, East Nusa Tenggara.
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As the importance of data has grown in recent years, China has taken steps to develop policies that would promote the effective use and circulation of public, personal, and corporate data following rules, as well as increase governance over data resources. It has also emphasised the importance of developing a system that ensures the unhindered flow of data across the border securely and legally.
A document was released by the Central Committee of the Communist Party of China and the State Council, or Cabinet. The paper outlined strategies for developing the fundamental infrastructure for data governance and effectively utilising data, which will energise the digital economy.
The paper empowers the real economy and allows the public to profit more from digital progress, critical components of the digital economy’s growth. The initiative includes creating a data ownership system, a circulation and trading system, and a method for distributing digital currency.
According to a National Development and Reform Commission official, the new rules are meant to encourage the lawful and efficient use of data to empower the real economy and allow people to share the benefits of the digital economy’s growth. According to the official, the new measures will enable the country to respond to the global technological revolution and industrial transformation while improving its international competitiveness.
Another issue addressed in the document is the importance of lowering the threshold for market participants to gain access to data while strengthening personal information protection and establishing a system for identifying individuals’ and companies’ rights in the production, transfer, and use of data. China will also create an authorisation process for the use of personal data and take steps to standardise the use of this information by enterprises and avoid excessive data collection.
Data is the core element for the growth of the digital economy, according to Ouyang Rihui, Professor of Digital Economics at the Chinese Internet Economy Research Institute at the Central University of Finance and Economics, and the latest policy document has laid the groundwork for making it a critical factor in digital growth.
He explained that the steps would assist in transforming data into development resources and preparing it for market alignment. Notably, the agreement seeks to balance protecting personal information and its research and use.
The policy was set up to encourage the efficient use and circulation of public, personal, and corporate data in accordance with rules and to strengthen data resource governance. The government will coordinate efforts to create efficient, standardised data trading platforms, a single set of trading and security technologies, and infrastructure facilities for data circulation.
Internationally, China will accelerate the development of infrastructure for cross-border digital trade and will take an active part in developing international standards and procedures for data flow, security, certification, and evaluation, as well as digital currencies.
The documents include taking initiatives such as fostering cooperation between Chinese and foreign enterprises and organisations and supporting foreign investors’ efforts to enter newly opened sectors to enhance the orderly two-way cross-border flow of data.
It also emphasised the importance of conducting national security reviews of activities such as data processing, cross-border data flow, and foreign investor mergers and acquisitions. China will reject data hegemony and protectionism and develop compelling answers to some countries’ long-arm jurisdictions.
Yang Qiang, Head of the Computer Science and Engineering Department at Hong Kong University of Science and Technology, wrote in a research paper that China had maintained an advantage in the development of standards for cross-border data flow because of its leading technologies in data security and privacy protection, robust computing foundation, and massive digital economy.
According to Yang, contributing to developing rules and standards for digital technologies will boost China’s discourse power in digital trade, improve its autonomous bilateral and multilateral alliances, and protect China’s interests in the global revenue-sharing process.
A worldwide market with fair competition is in the world’s best interests and that extreme data protectionism is the wrong option. Encouraging foreign enterprises to engage in data services will allow them to explore the value of sharing data, play an active role in newly opened industries, and stimulate the establishment of international rules to ensure fair competition.
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Thailand hopes to save more than 5 billion baht annually by implementing the Government Platform for PDPA Compliance (GPPC). Therefore, the Ministry of Digital Economy and Society, the National Digital Economy and Society Commission, and the Personal Data Protection Commission jointly organised a seminar to kick-start the development of the government platform.
More than 300 academics attended the seminar. The event also aimed at executives from 200 government and private agencies. They will discuss criteria, mechanisms, and regulatory measures for personal data protection at the event.
Chaiwut Thanakmanusorn, Minister of Digital Economy and Society, emphasised that the data protection act has become a central law governing public and private sector operations. All activities involving collecting, using, or disclosing personal data must adhere to the terms of the Personal Data Protection Act B.E. 2019.
“To prepare for all sectors in practice to be in the same direction, efficient and in line with international standards, the Ministry of Digital Economy and Society has prepared a draft. The draft policy for government platform development is in line with personal data protection laws and has already been approved by the National Digital Economy and Society Committee,” Chaiwut explained.
The National Digital Economy and Society Committee approved the draft at the 3/2021 meeting on November 18, 2021. It will serve as a framework for the platform’s development direction and goals. Implementing personal data protection will reduce the burden on the overall government budget, build trust and support the development of digital technology.
The Personal Data Protection Commission (SorSorSor) and the National Digital Economy and Society Commission (NorSorChor) have been tasked with jointly promoting and developing government platforms to support Personal Data Protection Laws compliance. In addition, both agencies will ensure the platform’s long-term viability and expansion.
Special Professor Wisit Wisitsorn-at, Permanent Secretary for Digital Economy and Society, added that the country currently relies on international platforms that charge an annual fee, wasting the national budget. Creating government platforms to support compliance with personal data protection legislation is expected to save the government more than 5,000 million baht annually. Furthermore, the project will benefit the private sector in the future. In addition, the government permits entrepreneurs to use the platform for further open-source development.
One of the primary goals of the GPPC is to design and develop government platforms to support compliance with personal data protection laws. The platform organises activities to increase knowledge and understanding of personal data protection, as well as guidelines and processes for monitoring and supervising compliance on a global scale.
Siwarak Siwamoksatham, Secretary-General of the Personal Data Protection Committee, found that the act covers all actions of any person or entity that collects, uses, or discloses personal data and performs as a data controller or a data processor and that they must have the duty and responsibility to carry out the law’s requirements. Accordingly, government agencies that are juristic persons whose mission is to collect, use, or disclose personal data are considered data controllers whose responsibility must comply with this law’s requirements.
Furthermore, GPPC was established to assist government agencies in meeting legal requirements more appropriately and efficiently. Moreover, implementing this project will strengthen the country’s data protection.
After being delayed since 2019, Thailand’s first-ever personal data protection law went into effect on June 1, 2022. The law establishes enterprises’ responsibilities for collecting and processing personal data. The government is expected to grant SMEs a grace period to comply with the new law.
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The Prime Minister, Minh Chinh, has announced a shared national database will be completed by next year. He was speaking at a meeting to review one year of implementing the project (Project 06) on developing the population database and e-identification and e-authentication applications for the national digital transformation.
As per a press release, the Prime Minister outlined several challenges in the way of the target for 2023, including an incomplete digital infrastructure and a significant gap between urban and rural areas. He noted that Vietnam still has 266 villages that have yet to access power and Internet services. He asked relevant agencies to work together to ensure that these services are provided to all areas of the country within 2023, targeting equal development opportunities for all.
Chinh requested ministries, sectors, and localities to further improve their awareness of the significance of digital transformation in the national socio-economic development strategy in the 2021-2030 period. As well as continuing to complete institutions and mechanisms to create a favourable legal corridor for national digital transformation.
He urged acceleration of the updating, connecting, and sharing of digital platforms and databases, including connecting national and specialised databases with the government’s information and governance centre. Furthermore, he urged officials to complete the public service portal. Efforts should be focused on completing the online provision of 53 essential public services, and greater attention paid to personnel training for the work, he said.
Ministries and localities have been assigned specific tasks. According to the National Committee on Digital Transformation, after a year of implementing Project 06, the awareness and behavior of digital transformation have been improved in all localities at all levels. State management activities have generally switched to digital modes with many helpful products and services provided to people and businesses.
In 2022, 16 documents were issued regarding digital transformation, including a national strategy for digital economic development until 2025 with a vision for 2030. The speed of broadband Internet and mobile Internet has improved significantly, ranking 45th and 52nd in the world. The figure is higher than the world’s average.
Currently, 48 out of 63 localities have operated their provincial smart monitoring and managing centres. A population database has been set up, connected to 47 ministries, localities, and state businesses, while more than 76 million chip-based ID cards have been issued, and nearly 2.6 million e-ID accounts have been activated.
At the same time, the National Online Service Portal has provided nearly 4,400 public services at levels 3 and 4. Public services at level 4 allow users to fill in and send application forms to the wards’ people’s committees entirely online. The forms are then processed online, and users can pay the fees online.
Meanwhile, in the year, more than 12,000 cyber-attacks were detected and handled, while more than 56% of Party and state agencies have applied standards on information security. To date, 99% of all enterprises have paid their taxes online, while all operating businesses have used e-invoices. In 2022, e-commerce contributed 7.5% to total retail revenue, while a strong rise was seen in the number of online shoppers and subscribers of Mobile Money, the committee reported.
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President Ferdinand R. Marcos Jr. has advocated using satellite mapping data in all government offices to improve services and operations. The President proposed the idea at the inaugural meeting of the Philippine Space Council (PSC) at the Philippine Space Agency (PhilSA) in Quezon City. He also advised the PSC to make the most of the Philippines’ collaborations with international imagery and mapping agencies.
President Marcos Jr., who serves as chair of the PSC, emphasised that providing government agencies with access to satellite data could benefit agriculture, business, and the environment. Furthermore, he believes that mapping data could assist potential investors, such as carbon producers, in balancing their activity by providing them with the necessary information to develop a specific bio-diverse area in a particular location.
“In terms of green and bio assets, (mapping is important) to quantify our fisheries and agricultural activity. It refers to how much carbon you emit into the atmosphere. However, the first step will be to map,” he elaborated.
PhilSA and the Department of Science and Technology’s Advanced Science and Technology Institute (DOST-ASTI) have collaborated to create the Space Data Dashboard, which includes an interactive Philippine map displaying data from various satellite projects. The dashboard is intended to display data from satellite images such as traffic monitoring, air quality, water quality, night lights, land cover, flood maps, landslides, and disaster incidence.
“We must ensure that the data we give [in] each department is in a form they can use,” President Marcos Jr. explained to the PSC. “We need to recognise the importance of satellite mapping, which could have multiple applications.” (As quoted by Undersecretary Cheloy Garafil, officer-in-charge of the Office of the Press Secretary.)
Under the current administration, the Philippines government hastened digital transformation in the country, particularly to improve public trust. Budget Secretary Amanah Pangandaman recently pitched the idea in Davao City during the year-end consultation session and fourth-quarter meeting of the Philippine Open Government Partnership (PH-OGP) Steering Committee.
She emphasised the importance of digitalisation efforts working in tandem with information dissemination and providing opportunities for public exchange to build trust in the government-citizen relationship. Furthermore, the two elements can raise public awareness about government policy, such as developing the 6th PH-OGP national action plan.
Public servants who act as a link between the government and the people must also foster public trust. Therefore, government employees should work with willingness and excellence to gain public support.
On December 27, the administration will implement the Subscriber Identity Module (SIM) Registration Act. The Act aims to regulate SIM registration and use by requiring all end-users to register their SIM cards with their respective telecommunications networks before activation.
It will help the Philippine National Police and other law enforcement agencies combat the rise of electronic communication-assisted criminal activities, such as mobile phishing, spam text messages, online scams, bank fraud, and identity theft.
The law will require accountability from all parties, including mobile users, telcos, the government, and the authorities. To promote security in the Philippines, the Act also assists the PNP in quickly locating offenders of crimes committed anonymously via electronic devices.