SlideShare a Scribd company logo
1 of 49
Download to read offline
AI for Libraries
DELNET (Developing Library Network) Annual Lecture - 23rd National Convention on
Knowledge, Library and Information Networking (NACLIN), Online(/India), Sep. 23, 2020.
Bohyun Kim
CTO & Associate Professor,
University of Rhode Island Libraries, USA
https://futureoflife.org/background/benefits-risks-of-artificial-intelligence/?cn-reloaded=1
What Comes
toYour Mind
WhenYou
Hear “AI”?
Convenience
https://www.theverge.com/2019/7/17/20697540/boston-dynamics-robots-commercial-real-world-business-spot-on-sale
https://www.cnn.com/2019/12/02/tech/china-facial-recognition-mobile-intl-hnk-scli/index.html
Surveillance
Benevolent AI
Malicious AI
AI for Libraries
I. What CanToday’s AI Do?
II. How Does AIWork?
III. Deep Learning Applications
IV. AI for Libraries
V. Q/As (15 min)
What is the Purpose of AI?
I.What CanToday’s AI Do?
https://deepmind.com/blog/article/alphago-zero-starting-scratch
Reinforcement Learning
https://www.nytimes.com/2019/02/05/busines
s/media/artificial-intelligence-journalism-
robots.html
AITools for NLG
• Heliograf,
Washington Post
• Wibbitz,
USAToday
• Cyborg,
Bloomberg News
ComputerVision
real-time translation and object identification from the
camera screen
More Examples of AI Applications
• Siri
• Alexa
• Tesla
• Amazon
• Netflix
• Pandora
• Nest
https://www.forbes.com/si
tes/gilpress/2019/07/15/is-
ai-going-to-be-a-jobs-
killer-new-reports-about-
the-future-of-
work/#17fd2057afb2
Madhumita Murgia, “AI’s New Workforce:The
Data-Labelling Industry Spreads Globally,”
FinancialTimes, July 23, 2019,
https://www.ft.com/content/56dde36c-aa40-
11e9-984c-fac8325aaa04.
II. How Does AIWork?
Symbolic AI is Rule-Based. (50’s – 80’s)
https://medium.com/@sunilpnwr/expert-systems-42715a5a5b14
Machine Learning is Data-Driven.
Diagrams from Francois Chollet and J. J. Allaire, Deep Learning with R, 1st edition (Shelter Island, NY:
Manning Publications, 2018).
https://blogs.nvidia.com/blog/2016/07/29/whats-difference-artificial-intelligence-machine-learning-deep-learning-ai/
Deep Learning Uses Hidden Layers.
https://www.amchkg.com/shileiblog/2017.1.4deep-learning
https://www.nytimes.com/2012/06/26/technology/in-a-big-network-of-computers-evidence-of-machine-
learning.html
• +1 billion
parameters
• 16,000 CPU cores
• 10 million
unlabeledYouTube
videos
III. Deep Learning Applications
• 9-layer neural
network
• +120 million weights
• 4 million images
https://research.fb.com/publications/deepface-closing-the-gap-
to-human-level-performance-in-face-verification/
https://www.technologyreview.com/s/525586/facebook-creates-
software-that-matches-faces-almost-as-well-as-you-do/
https://www.nature.com/news
/deep-learning-boosts-
google-translate-tool-1.20696
https://www.blog.google/pr
oducts/assistant/lost-
translation-try-interpreter-
mode-google-assistant/
https://www.theguardian.com/
technology/2018/may/08/googl
e-duplex-assistant-phone-calls-
robot-human
https://techcrunch.com/2018/08/20/nyu-and-facebook-team-up-to-supercharge-mri-scans-with-ai/
https://firedrop.ai/
IV. AI for Libraries
(i) Abstracting & Indexing
(ii) Information Discovery / Retrieval
& Research Insight
https://quartolio.com/
https://yewno.com/edu/concept/102e6bf8445dff7c922e1cc4e997ebf3
https://mitlibraries-hamlet.mit.edu/similar_to/16605/
(iii) Feature Detection & Content Extraction
https://2018.code4lib.org/talks/deep-learning-and-historical-collections
Also see : Eric Phetteplace, Bohyun Kim, and Ashley Blewer, “Reflections on Code4Lib 2018,” ACRLTechConnect (blog),
March 12, 2018, https://acrl.ala.org/techconnect/post/reflections-on-code4lib-2018/.
(iv)Voice User Interface (VUI) & Chatbots
https://www.eventscribe.com/2018/ALA-Midwinter/fsPopup.asp?Mode=presInfo&PresentationID=348820
https://books.google.com/talktobooks/
https://research.google.com/semanticexperiences/about.html
+100,000 books
https://books.google.com/talktobooks/query?q=what%20is%20the%20best%20place%2
0to%20go%20on%20earth
https://books.google.com/talktobooks/query?q=why%20is%20there%20a%20wage%20difference%20b
etween%20men%20and%20women
JessamynWest, “TILT #55 - ‘Hey Google AREWomen Smarter than Men...?,’” TinyLetter (blog), accessed June 11, 2018,
http://tinyletter.com/jessamyn/letters/tilt-55-hey-google-are-women-smarter-than-men.
Consider:
How can libraries / content providers /
information system vendors make it easier for
AI- powered tools to accurately ingest, process,
and evaluate the content and the metadata?
Questions /
Comments?
https://www.alastore.ala.org/ltr56_2
ThankYou!
Bohyun Kim
@bohyunkim [Twitter]
http://bohyunkim.net/blog [Blog]
CTO & Associate Professor,
University of Rhode Island Libraries,
USA
Publications:
http://www.bohyunkim.net/blog/publications
Presentations:
http://www.bohyunkim.net/blog/presentations
Slides:
https://www.slideshare.net/bohyunkim

More Related Content

What's hot

Digital Libraries: the process, initiatives and developmental issues in India...
Digital Libraries: the process, initiatives and developmental issues in India...Digital Libraries: the process, initiatives and developmental issues in India...
Digital Libraries: the process, initiatives and developmental issues in India...Sudesh Sood
 
Library technology
Library technologyLibrary technology
Library technologyDPerkins123
 
New trends and skill in library automation: impact of Artificial Intelligence...
New trends and skill in library automation: impact of Artificial Intelligence...New trends and skill in library automation: impact of Artificial Intelligence...
New trends and skill in library automation: impact of Artificial Intelligence...Mokhtar Ben Henda
 
Institutional Repositories
Institutional RepositoriesInstitutional Repositories
Institutional RepositoriesSridhar Gutam
 
N-LIST program of INFLIBNET
N-LIST program of INFLIBNETN-LIST program of INFLIBNET
N-LIST program of INFLIBNETTapan Barui
 
WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS LIBRARY CAN UTILISE FO...
WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS  LIBRARY CAN UTILISE FO...WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS  LIBRARY CAN UTILISE FO...
WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS LIBRARY CAN UTILISE FO...`Shweta Bhavsar
 
Institutional Repositories
Institutional RepositoriesInstitutional Repositories
Institutional RepositoriesSarika Sawant
 
The Role of Librarians in the 21st Century
The Role of Librarians in the 21st CenturyThe Role of Librarians in the 21st Century
The Role of Librarians in the 21st CenturyPLAI STRLC
 
Planning for Library Automation
Planning for Library AutomationPlanning for Library Automation
Planning for Library AutomationCendrella Habre
 
Libraries in Virtual Reality Environments
Libraries in Virtual Reality EnvironmentsLibraries in Virtual Reality Environments
Libraries in Virtual Reality EnvironmentsValerie Hill
 
Automation and Integrated Library Systems
Automation and Integrated Library SystemsAutomation and Integrated Library Systems
Automation and Integrated Library SystemsJulie Goldman
 
Metaverse Libraries: Communities as Resources
Metaverse Libraries: Communities as ResourcesMetaverse Libraries: Communities as Resources
Metaverse Libraries: Communities as ResourcesValerie Hill
 
Current and emerging trends in library services
Current and emerging trends in library servicesCurrent and emerging trends in library services
Current and emerging trends in library servicesNikesh Narayanan
 
The Role of Libraries and Librarians in Information Literacy
The Role of Libraries and Librarians in Information LiteracyThe Role of Libraries and Librarians in Information Literacy
The Role of Libraries and Librarians in Information LiteracyPLAI STRLC
 
Electronic information resources for teachers and students
Electronic information resources for teachers and studentsElectronic information resources for teachers and students
Electronic information resources for teachers and studentsVasantha Raju N
 
Library tools and technologies
Library tools and technologiesLibrary tools and technologies
Library tools and technologiesLiaquat Rahoo
 

What's hot (20)

Digital Libraries: the process, initiatives and developmental issues in India...
Digital Libraries: the process, initiatives and developmental issues in India...Digital Libraries: the process, initiatives and developmental issues in India...
Digital Libraries: the process, initiatives and developmental issues in India...
 
Library technology
Library technologyLibrary technology
Library technology
 
New trends and skill in library automation: impact of Artificial Intelligence...
New trends and skill in library automation: impact of Artificial Intelligence...New trends and skill in library automation: impact of Artificial Intelligence...
New trends and skill in library automation: impact of Artificial Intelligence...
 
Resource discovery tools
Resource discovery toolsResource discovery tools
Resource discovery tools
 
Institutional Repositories
Institutional RepositoriesInstitutional Repositories
Institutional Repositories
 
N-LIST program of INFLIBNET
N-LIST program of INFLIBNETN-LIST program of INFLIBNET
N-LIST program of INFLIBNET
 
WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS LIBRARY CAN UTILISE FO...
WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS  LIBRARY CAN UTILISE FO...WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS  LIBRARY CAN UTILISE FO...
WHAT IS WEB 2.0? DESCRIBE IN DETAIL THE WEB 2.0 TOOLS LIBRARY CAN UTILISE FO...
 
Areas of automation in library
Areas of automation in libraryAreas of automation in library
Areas of automation in library
 
Institutional Repositories
Institutional RepositoriesInstitutional Repositories
Institutional Repositories
 
The Role of Librarians in the 21st Century
The Role of Librarians in the 21st CenturyThe Role of Librarians in the 21st Century
The Role of Librarians in the 21st Century
 
Planning for Library Automation
Planning for Library AutomationPlanning for Library Automation
Planning for Library Automation
 
Libraries in Virtual Reality Environments
Libraries in Virtual Reality EnvironmentsLibraries in Virtual Reality Environments
Libraries in Virtual Reality Environments
 
Automation and Integrated Library Systems
Automation and Integrated Library SystemsAutomation and Integrated Library Systems
Automation and Integrated Library Systems
 
Metaverse Libraries: Communities as Resources
Metaverse Libraries: Communities as ResourcesMetaverse Libraries: Communities as Resources
Metaverse Libraries: Communities as Resources
 
Current and emerging trends in library services
Current and emerging trends in library servicesCurrent and emerging trends in library services
Current and emerging trends in library services
 
Reference Sources
Reference SourcesReference Sources
Reference Sources
 
The Role of Libraries and Librarians in Information Literacy
The Role of Libraries and Librarians in Information LiteracyThe Role of Libraries and Librarians in Information Literacy
The Role of Libraries and Librarians in Information Literacy
 
Electronic information resources for teachers and students
Electronic information resources for teachers and studentsElectronic information resources for teachers and students
Electronic information resources for teachers and students
 
Library tools and technologies
Library tools and technologiesLibrary tools and technologies
Library tools and technologies
 
Digital Libraries
Digital LibrariesDigital Libraries
Digital Libraries
 

Similar to AI for Libraries

AI & Us: Are We Intelligent Machines?
AI & Us: Are We Intelligent Machines?AI & Us: Are We Intelligent Machines?
AI & Us: Are We Intelligent Machines?Bohyun Kim
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEMEGANATHANS8
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEOmkar Shinde
 
Will Artificial Intelligence Take Over Human.pdf
Will Artificial Intelligence Take Over Human.pdfWill Artificial Intelligence Take Over Human.pdf
Will Artificial Intelligence Take Over Human.pdfVkmath
 
Artificial Intelligence explained simplistically
Artificial Intelligence explained simplisticallyArtificial Intelligence explained simplistically
Artificial Intelligence explained simplisticallyNBC Bearings
 
Artificial Intelligence and Machine Learning
Artificial Intelligence and Machine LearningArtificial Intelligence and Machine Learning
Artificial Intelligence and Machine LearningMykola Dobrochynskyy
 
ARTIFICIAL_INTELLIGENCE_Zain ALi.pdf
ARTIFICIAL_INTELLIGENCE_Zain ALi.pdfARTIFICIAL_INTELLIGENCE_Zain ALi.pdf
ARTIFICIAL_INTELLIGENCE_Zain ALi.pdfzain basra
 
AI: The New Player in Cybersecurity (Nov. 08, 2023)
AI: The New Player in Cybersecurity (Nov. 08, 2023)AI: The New Player in Cybersecurity (Nov. 08, 2023)
AI: The New Player in Cybersecurity (Nov. 08, 2023)Takeshi Takahashi
 
UX in the Age of AI: Where Does Design Fit In? Fluxible 2017
UX in the Age of AI: Where Does Design Fit In? Fluxible 2017UX in the Age of AI: Where Does Design Fit In? Fluxible 2017
UX in the Age of AI: Where Does Design Fit In? Fluxible 2017Carol Smith
 
APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...
APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...
APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...apidays
 
Chapter Three, four, five and six.ppt ITEtx
Chapter Three, four, five and six.ppt ITEtxChapter Three, four, five and six.ppt ITEtx
Chapter Three, four, five and six.ppt ITEtxgadisaAdamu
 
AI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptxAI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptxdeepakkrlkr2002
 
The brief trend of Artificial Intelligence @ AEC
The brief trend of Artificial Intelligence @ AECThe brief trend of Artificial Intelligence @ AEC
The brief trend of Artificial Intelligence @ AECKonolabs
 
The brief trend of Artificial Intelligene
The brief trend of Artificial IntelligeneThe brief trend of Artificial Intelligene
The brief trend of Artificial IntelligeneYJ Min
 
Smart Networks: Blockchain, Deep Learning, and Quantum Computing
Smart Networks: Blockchain, Deep Learning, and Quantum ComputingSmart Networks: Blockchain, Deep Learning, and Quantum Computing
Smart Networks: Blockchain, Deep Learning, and Quantum ComputingMelanie Swan
 
Social Impact & Ethics of AI by Steve Omohundro
Social Impact & Ethics of AI by Steve OmohundroSocial Impact & Ethics of AI by Steve Omohundro
Social Impact & Ethics of AI by Steve OmohundroThe Hive
 
Understanding Artificial Intelligence
Understanding Artificial Intelligence Understanding Artificial Intelligence
Understanding Artificial Intelligence St. Petersburg College
 
Industry-wide research on open source Internet of Things platforms - San Fran...
Industry-wide research on open source Internet of Things platforms - San Fran...Industry-wide research on open source Internet of Things platforms - San Fran...
Industry-wide research on open source Internet of Things platforms - San Fran...changeableradiu23
 

Similar to AI for Libraries (20)

AI & Us: Are We Intelligent Machines?
AI & Us: Are We Intelligent Machines?AI & Us: Are We Intelligent Machines?
AI & Us: Are We Intelligent Machines?
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
 
2016 promise-of-ai
2016 promise-of-ai2016 promise-of-ai
2016 promise-of-ai
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
 
Will Artificial Intelligence Take Over Human.pdf
Will Artificial Intelligence Take Over Human.pdfWill Artificial Intelligence Take Over Human.pdf
Will Artificial Intelligence Take Over Human.pdf
 
Artificial Intelligence explained simplistically
Artificial Intelligence explained simplisticallyArtificial Intelligence explained simplistically
Artificial Intelligence explained simplistically
 
Artificial Intelligence and Machine Learning
Artificial Intelligence and Machine LearningArtificial Intelligence and Machine Learning
Artificial Intelligence and Machine Learning
 
ARTIFICIAL_INTELLIGENCE_Zain ALi.pdf
ARTIFICIAL_INTELLIGENCE_Zain ALi.pdfARTIFICIAL_INTELLIGENCE_Zain ALi.pdf
ARTIFICIAL_INTELLIGENCE_Zain ALi.pdf
 
AI, Insight and Info Pros
AI, Insight and Info ProsAI, Insight and Info Pros
AI, Insight and Info Pros
 
AI: The New Player in Cybersecurity (Nov. 08, 2023)
AI: The New Player in Cybersecurity (Nov. 08, 2023)AI: The New Player in Cybersecurity (Nov. 08, 2023)
AI: The New Player in Cybersecurity (Nov. 08, 2023)
 
UX in the Age of AI: Where Does Design Fit In? Fluxible 2017
UX in the Age of AI: Where Does Design Fit In? Fluxible 2017UX in the Age of AI: Where Does Design Fit In? Fluxible 2017
UX in the Age of AI: Where Does Design Fit In? Fluxible 2017
 
APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...
APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...
APIdays Paris 2018 - Bots on the 'Net: The Good, the Bad, and the Future, Mik...
 
Chapter Three, four, five and six.ppt ITEtx
Chapter Three, four, five and six.ppt ITEtxChapter Three, four, five and six.ppt ITEtx
Chapter Three, four, five and six.ppt ITEtx
 
AI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptxAI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptx
 
The brief trend of Artificial Intelligence @ AEC
The brief trend of Artificial Intelligence @ AECThe brief trend of Artificial Intelligence @ AEC
The brief trend of Artificial Intelligence @ AEC
 
The brief trend of Artificial Intelligene
The brief trend of Artificial IntelligeneThe brief trend of Artificial Intelligene
The brief trend of Artificial Intelligene
 
Smart Networks: Blockchain, Deep Learning, and Quantum Computing
Smart Networks: Blockchain, Deep Learning, and Quantum ComputingSmart Networks: Blockchain, Deep Learning, and Quantum Computing
Smart Networks: Blockchain, Deep Learning, and Quantum Computing
 
Social Impact & Ethics of AI by Steve Omohundro
Social Impact & Ethics of AI by Steve OmohundroSocial Impact & Ethics of AI by Steve Omohundro
Social Impact & Ethics of AI by Steve Omohundro
 
Understanding Artificial Intelligence
Understanding Artificial Intelligence Understanding Artificial Intelligence
Understanding Artificial Intelligence
 
Industry-wide research on open source Internet of Things platforms - San Fran...
Industry-wide research on open source Internet of Things platforms - San Fran...Industry-wide research on open source Internet of Things platforms - San Fran...
Industry-wide research on open source Internet of Things platforms - San Fran...
 

More from Bohyun Kim

Exploring Machine Learning for Libraries and Archives: Present and Future
Exploring Machine Learning for Libraries and Archives: Present and FutureExploring Machine Learning for Libraries and Archives: Present and Future
Exploring Machine Learning for Libraries and Archives: Present and FutureBohyun Kim
 
New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...
New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...
New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...Bohyun Kim
 
Practical Considerations for Open Infrastructure
Practical Considerations for Open InfrastructurePractical Considerations for Open Infrastructure
Practical Considerations for Open InfrastructureBohyun Kim
 
The Potential and Challenges of Today's AI
The Potential and Challenges of Today's AIThe Potential and Challenges of Today's AI
The Potential and Challenges of Today's AIBohyun Kim
 
Robots: What Could Go Wrong? What Could Go Right?
Robots: What Could Go Wrong? What Could Go Right? Robots: What Could Go Wrong? What Could Go Right?
Robots: What Could Go Wrong? What Could Go Right? Bohyun Kim
 
Blockchain: The New Technology and Its Applications for Libraries
Blockchain: The New Technology and Its Applications for LibrariesBlockchain: The New Technology and Its Applications for Libraries
Blockchain: The New Technology and Its Applications for LibrariesBohyun Kim
 
Machine Intelligence and Moral Decision-Making
Machine Intelligence and Moral Decision-MakingMachine Intelligence and Moral Decision-Making
Machine Intelligence and Moral Decision-MakingBohyun Kim
 
Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...
Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...
Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...Bohyun Kim
 
Moving Forward with Digital Disruption: A Right Mindset
Moving Forward with Digital Disruption: A Right MindsetMoving Forward with Digital Disruption: A Right Mindset
Moving Forward with Digital Disruption: A Right MindsetBohyun Kim
 
 Blockchain Overview: Possibilities and Issues
 Blockchain Overview: Possibilities and Issues Blockchain Overview: Possibilities and Issues
 Blockchain Overview: Possibilities and IssuesBohyun Kim
 
A Pedagogical Approach to Web Scale Discovery User Interface
A Pedagogical Approach to Web Scale Discovery User InterfaceA Pedagogical Approach to Web Scale Discovery User Interface
A Pedagogical Approach to Web Scale Discovery User InterfaceBohyun Kim
 
From Virtual Reality to Blockchain: Current and Emerging Tech Trends
From Virtual Reality to Blockchain: Current and Emerging Tech TrendsFrom Virtual Reality to Blockchain: Current and Emerging Tech Trends
From Virtual Reality to Blockchain: Current and Emerging Tech TrendsBohyun Kim
 
Interdisciplinary Learning through Libraries on Artificial Intelligence
Interdisciplinary Learning through Libraries on Artificial IntelligenceInterdisciplinary Learning through Libraries on Artificial Intelligence
Interdisciplinary Learning through Libraries on Artificial IntelligenceBohyun Kim
 
Facing Change: Tweak or Transform?
Facing Change: Tweak or Transform?Facing Change: Tweak or Transform?
Facing Change: Tweak or Transform?Bohyun Kim
 
Innovating Together: the UX of Discovery
Innovating Together: the UX of DiscoveryInnovating Together: the UX of Discovery
Innovating Together: the UX of DiscoveryBohyun Kim
 
Cleaning Up the Mess: Modernizing Your Dev Team’s Outdated Workflow
Cleaning Up the Mess: Modernizing Your Dev Team’s Outdated WorkflowCleaning Up the Mess: Modernizing Your Dev Team’s Outdated Workflow
Cleaning Up the Mess: Modernizing Your Dev Team’s Outdated WorkflowBohyun Kim
 
Pricing, Staff Workflow, & Application Development for 3D Printing Service: ...
 Pricing, Staff Workflow, & Application Development for 3D Printing Service: ... Pricing, Staff Workflow, & Application Development for 3D Printing Service: ...
Pricing, Staff Workflow, & Application Development for 3D Printing Service: ...Bohyun Kim
 
Growing Makers in Medicine, Life Sciences, and Healthcare
Growing Makers in Medicine, Life Sciences, and HealthcareGrowing Makers in Medicine, Life Sciences, and Healthcare
Growing Makers in Medicine, Life Sciences, and HealthcareBohyun Kim
 
Branding LITA: A Market Identity for the 21st Century
Branding LITA: A Market Identity for the 21st CenturyBranding LITA: A Market Identity for the 21st Century
Branding LITA: A Market Identity for the 21st CenturyBohyun Kim
 
The Social Dimension of Technology
The Social Dimension of Technology The Social Dimension of Technology
The Social Dimension of Technology Bohyun Kim
 

More from Bohyun Kim (20)

Exploring Machine Learning for Libraries and Archives: Present and Future
Exploring Machine Learning for Libraries and Archives: Present and FutureExploring Machine Learning for Libraries and Archives: Present and Future
Exploring Machine Learning for Libraries and Archives: Present and Future
 
New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...
New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...
New Technologies of the Fourth Industrial Revolution: AI, IoT, Robotics, and ...
 
Practical Considerations for Open Infrastructure
Practical Considerations for Open InfrastructurePractical Considerations for Open Infrastructure
Practical Considerations for Open Infrastructure
 
The Potential and Challenges of Today's AI
The Potential and Challenges of Today's AIThe Potential and Challenges of Today's AI
The Potential and Challenges of Today's AI
 
Robots: What Could Go Wrong? What Could Go Right?
Robots: What Could Go Wrong? What Could Go Right? Robots: What Could Go Wrong? What Could Go Right?
Robots: What Could Go Wrong? What Could Go Right?
 
Blockchain: The New Technology and Its Applications for Libraries
Blockchain: The New Technology and Its Applications for LibrariesBlockchain: The New Technology and Its Applications for Libraries
Blockchain: The New Technology and Its Applications for Libraries
 
Machine Intelligence and Moral Decision-Making
Machine Intelligence and Moral Decision-MakingMachine Intelligence and Moral Decision-Making
Machine Intelligence and Moral Decision-Making
 
Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...
Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...
Taking on a New Leadership Challenge: Student-Focused Learning in Artificial ...
 
Moving Forward with Digital Disruption: A Right Mindset
Moving Forward with Digital Disruption: A Right MindsetMoving Forward with Digital Disruption: A Right Mindset
Moving Forward with Digital Disruption: A Right Mindset
 
 Blockchain Overview: Possibilities and Issues
 Blockchain Overview: Possibilities and Issues Blockchain Overview: Possibilities and Issues
 Blockchain Overview: Possibilities and Issues
 
A Pedagogical Approach to Web Scale Discovery User Interface
A Pedagogical Approach to Web Scale Discovery User InterfaceA Pedagogical Approach to Web Scale Discovery User Interface
A Pedagogical Approach to Web Scale Discovery User Interface
 
From Virtual Reality to Blockchain: Current and Emerging Tech Trends
From Virtual Reality to Blockchain: Current and Emerging Tech TrendsFrom Virtual Reality to Blockchain: Current and Emerging Tech Trends
From Virtual Reality to Blockchain: Current and Emerging Tech Trends
 
Interdisciplinary Learning through Libraries on Artificial Intelligence
Interdisciplinary Learning through Libraries on Artificial IntelligenceInterdisciplinary Learning through Libraries on Artificial Intelligence
Interdisciplinary Learning through Libraries on Artificial Intelligence
 
Facing Change: Tweak or Transform?
Facing Change: Tweak or Transform?Facing Change: Tweak or Transform?
Facing Change: Tweak or Transform?
 
Innovating Together: the UX of Discovery
Innovating Together: the UX of DiscoveryInnovating Together: the UX of Discovery
Innovating Together: the UX of Discovery
 
Cleaning Up the Mess: Modernizing Your Dev Team’s Outdated Workflow
Cleaning Up the Mess: Modernizing Your Dev Team’s Outdated WorkflowCleaning Up the Mess: Modernizing Your Dev Team’s Outdated Workflow
Cleaning Up the Mess: Modernizing Your Dev Team’s Outdated Workflow
 
Pricing, Staff Workflow, & Application Development for 3D Printing Service: ...
 Pricing, Staff Workflow, & Application Development for 3D Printing Service: ... Pricing, Staff Workflow, & Application Development for 3D Printing Service: ...
Pricing, Staff Workflow, & Application Development for 3D Printing Service: ...
 
Growing Makers in Medicine, Life Sciences, and Healthcare
Growing Makers in Medicine, Life Sciences, and HealthcareGrowing Makers in Medicine, Life Sciences, and Healthcare
Growing Makers in Medicine, Life Sciences, and Healthcare
 
Branding LITA: A Market Identity for the 21st Century
Branding LITA: A Market Identity for the 21st CenturyBranding LITA: A Market Identity for the 21st Century
Branding LITA: A Market Identity for the 21st Century
 
The Social Dimension of Technology
The Social Dimension of Technology The Social Dimension of Technology
The Social Dimension of Technology
 

Recently uploaded

Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetEnjoy Anytime
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Hyundai Motor Group
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 

Recently uploaded (20)

Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 

AI for Libraries