2. Технологийн судалгааны байгууллагууд
No.zz Name(Full Word) Content Web Site Logo
Gartner Gartner, Inc.
Gartner, Inc. is an American information technology research
and advisory firm headquartered in Stamford, Connecticut,
United States.
http://www.gartner.com/
KT
Institute
KT Corporation,
Digieco
kt, leading the development of the information and
communications industries of Korea since its foundation in
1981.
http://www.kt.com/eng/main.j
sp
NIPA
National IT Industry
Promotion Agency
devotes itself to reinforcing the competitiveness of the IT
industry and contributes to the economic growth through the
efficient support and laying the groundwork for the industrial
technology promotion.
http://www.nipa.kr/eng/main.i
t
IDG
International Data
Group
International Data Group (IDG) is the world's leading
technology media, events and research company.
http://www.idg.com/www/ho
me.nsf/home?readform
IDC
International Data
Corporation
is the premier global provider of market intelligence, advisory
services, and events for the information technology,
telecommunications and consumer technology markets.
http://www.idc.com/
IEEE
Institute of Electrical
and Electronics
Engineers
IEEE is the world's largest professional association dedicated to
advancing technological innovation and excellence for the
benefit of humanity
http://www.ieee.org/index.htm
l?WT.mc_id=hpf_logo
SK C&C SK C&C
SK C&C is creating customer value through transformation and
innovation and growing into a Global ICT player by boldly
challenging the future.
http://www.skcc.com/
CES 2014
Consumer
Electronics Show
International CES, more commonly known as the Consumer
Electronics Show (CES), is an internationally renowned
electronics and technology trade show, attracting major
companies and industry professionals worldwide.
http://www.cesweb.org/
4. ICT development and trends: Интернэт хэрэглээ
• 2017.09.20 оны байдлаар (Internet Live Stats):
http://www.internetlivestats.com/
5. ICT development and trends: Интернэт хэрэглээ
• 2017.09.20 оны байдлаар (Internet Live Stats):
in 1 second
70,891 YouTube videos viewed
2,626,269 Emails sent
62,676 Google searches
48,756GB of Internet traffic
2,776 Skype calls
804 Instagram photos uploaded
13. Мэдээллийн технологийн хөгжлийн индекс (IDI)
Source: ITU. http://www.itu.int/en/ITU-D/Statistics/Pages/publications/mis2015/methodology.aspx
ICT Development Index: indicators, reference values and weights
17. Gartner’s Top 10 IT Trends for 2017
• Artificial intelligence will be the next big thing. Siri, Google, Alexa, Cortana are creating
intelligent learning, devices, apps, home automation, gamers, etc. Cloud and IoT are
now transparent and integrated.
18. • deep learning, neural networks and natural-language processing
• understand, learn, predict, adapt and potentially operate autonomously
AI and machine learning: Хиймэл оюун ухаан, машин
сургалт
Google's AlphaGo AI beats
Lee Se-dol
Learn from weather patterns, financial fraud, network security, market trends, buying behaviour, big data
from or about people
18
19. • Supervised learning ( )
– Урьдчилан тааварлах
– Ангилал, регресс
• Unsupervised learning ( )
– Clustering
– Probability distribution estimation
– Finding association (in features)
– Dimension reduction
• Semi-supervised learning
• Reinforcement learning
– Шийдвэр гаргах(robot, chess machine)
Машин сургалт
Хэрэглээ
• Face detection
• Object detection and recognition
• Image segmentation
• Multimedia event detection
• Economical and commercial
usage
19
20. • Хүн машины харилцаанд дараах 3 системийг голлон ашигладаг. Үүнд:
• Automatic speech recognition (ASR)- яриаг автоматаар таних
– Speech (continuous time series) → Text (discrete symbol sequence)
• Machine translation (MT) – машины орчуулга
– Text (discrete symbol sequence) → Text (discrete symbol sequence)
• Text-to-speech synthesis (TTS)- ярианы синтез
– Text (discrete symbol sequence) → Speech (continuous time series)
Харилцааны систем
http://www.ustar-consortium.com/20
21. • Siri, Google now, Google photo, Google mail
• Зан төлөв, сонирхлыг судалж танд хэрэгтэй мэдээллийг цуглуулах,
эрэмбэлэх
• Компаниуд ухаалаг программуудыг ашиглан их хэмжээний өгөгдөлд дүн
шинжилгээ хийж бизнес үйл ажиллагаандаа ашиглах
Ухаалаг програмууд
21
22. • Робот, дрон, жолоочгүй машин
• Internet of Things (IoT) devices
IntelligentThings-Ухаалаг юмс
22
23. • The Internet of Things (IoT) is a network of dedicated physical objects (things) that
contain embedded technology to communicate and sense or interact with their internal
states or the external environment.
– удирдлага, хяналтын төхөөрөмжүүд
– гэр ахуйн хэрэгсэл
– автомашин, өөрөө явагч машин техник
• Өндөр настан болон өвчтнийг хянагч аппаратууд нь тухайн хүний биеийн байдлын
мэдээллийг интернэтээр дамжуулан илгээх
• Сүүлийн үед хэрэглэгдэх болох “ухаалаг гэр”-ийн төхөөрөмжүүдийг интернэт
ашиглан удирдаж гэрлээ унтраах, гэрийн халуун хүйтнээ тохируулах
• Ухаалаг төхөөрөмжийн GPS-ийг ашиглан машины байршлыг шалгах, алсаас
‘Remote sensing’ ашиглан өвчтөний өвчин оношлох гэх мэт.
IntelligentThings-Internet of Things (IoT)
23
31. • Cloud and Distributed Computing
• Statistical Analysis and Data Mining
• Web Architecture or Development
• Middleware and Integration Software
• User Interface Design
• Network and Information Security
• Mobile development
• Data presentation
• SEO/SEM Marketing
• Storage Systems and Management