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Recommendation System ระบบแนะนำทรัพยำกรให้ผู้ใช้บริกำร WUNCA#35 /20 July 2017 นำยอภิลักษณ์ สุนทรอำคเนย ์ (วิศวกร) สำนักหอสมุด มหำวิทยำลัยเทคโนโลยีพระจอมเกล้ำธนบุรี

Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

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Page 1: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Recommendation System

ระบบแนะน ำทรพยำกรใหผใชบรกำร

WUNCA#35 /20 July 2017 นำยอภลกษณ สนทรอำคเนย (วศวกร)

ส ำนกหอสมด มหำวทยำลยเทคโนโลยพระจอมเกลำธนบร

Page 2: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

KMUTT-LM SystemLibrary Management

OPAC

A

B

H

I

P

O

~ ~ ~

Resources

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Page 3: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Development & Service team

Kannigar SaengthongAraya Sribuaban

Phimonmas Phanbua

Librarian

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Page 4: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Development & Service team

Apilak SuntornacaneNattapol Assawawayuyothin

System Analyst & Dev.

4

Page 5: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Development & Service team

Thatcha NamnonSuphannara Siwaratchakun

Punnarat Sasanam

Programmer & ITService

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Page 6: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Experts

Assoc. Prof. Dr.Bundit Thipakornรศ.ดร.บณฑต ทพำกร

CIO สกอ.รองเลขำธกำร กกอ.

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Page 7: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Experts

Pichai Kositpantavongอ. พชย โฆษตพนธวงศ

Director of LibraryLecturer at School of IT

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Page 8: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Experts

Worajit Piyapaneeวรจตต ปยะภำณ

Librarian, Senior Professional Level

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Page 9: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Experts

Asst. Prof. Dr.Suthathip Maneewongvatanaผศ.ดร.สธำทพย มณวงศวฒนำ

System ConsultantLecturer at Computer Engineering

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Page 10: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Special Thanks

Assoc. Prof. Dr.Nuttachai Maneewongvatana

รศ.ดร.ณฐชย มณวงศวฒนำ

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Page 11: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Technology EvolutionWeb 1.0

• Read-only• Company Focus• Owning• Web Form• Page Views

Web 2.0• +Write• Community Focus• Sharing• Web Application• Cost Per Click

Web 3.0• +Execute• Individual Focus• Consolidating• Smart Application• User Engagement

Web 4.0• +Concurrency• Ubiquity• Distributing• IoT• System Exchange

Library 1.0 Library 2.0 Library 3.0

19xx 2000 2010 2020 2030

Library 1.0 Library 2.0 Library 3.0

Sharing, user-centric, PC / Mobile

one sided, library centric Decentralization, AI

Library 4.0?

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Page 12: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Division Library 1.0 Library 2.0 Library 3.0

Period 1990-2005 2005-2010 2010-2020

Interaction Single, one sided Bi-directional, public Personalized, customized

Technologies MARC, html Blog, RSS, Wiki, Flickr Semantic Search, Mobile Technology, AI, Cloud computing

Keywords Publication Participation, sharing, openness

Semantic web, Metadata, ontologies

Providing information Library centric production Reproduction through user participation

Machine meets user needs

Information powers Closed, centralized, library centric

Popularised, user-centric Decentralization (Screening only the information required)

Corresponding terminal PC PC, mobile PC, mobile, other accessories like watch, etc.

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Page 13: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Library 1.0

Web 1.0• Read-only• Company Focus• Owning• Web Form• Page Views

1990-2005

Single, one sided

MARC, html

Publication

Library centric production

Closed, centralized, library centric

PC

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Page 14: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Library 2.0Web 2.0

• Read, Write• Community Focus• Sharing• Web Application• Cost Per Click

Web 3.0• +Execute• Individual Focus• Consolidating• Smart Application• User Engagement

2005-2010

Bi-directional, public

Blog, RSS, Wiki, Flickr

Participation, sharing, openness

Reproduction through user participation

Popularised, user-centric

PC, mobile

14

Page 15: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Library 3.0Web 3.0

• +Execute• Individual Focus• Consolidating• Smart Application• User Engagement

Web 4.0• +Concurrency• Ubiquity• Distributing• IoT• System Exchange

2010-2020

Personalized, customized

Semantic Search, Mobile Technology, AI, Cloud computing

Semantic web, Metadata, ontologies

Machine meets user needs

Decentralization (Screening only the information required)

PC, mobile, other accessories like watch, etc.

15

Page 16: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Library Service

1.0 Library Centric

2.0 Bi-directional,

Participation

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Page 17: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

OPACFaceted Search Engine

Lib

rary

3.0

Se

ma

ntic

se

arc

h?

17

Page 18: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Patron Mobile Application

Recommendation Single Search

KMUTT-LM : Smart Information Analysis System

Phase I Phase II Phase IIISIAS1-Mobi SIAS2-Analis SIAS3-Xplore

DecentralizationUser-centric Machine meets User needs

Library 3.0, Web 4.0Library 3.0, Web 3.0Library 2.0, Web 3.0

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Page 19: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

KMUTT-LM SystemKMUTT-LM :

Library Resource Management

OPAC

A

B

H

I

P

O

~ ~ ~

Xplore

Recommendation System

MobiResources

Metadata19

Page 20: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Library 1.0Product-Centric

Library 2.0User-Oriented

Library 3.0Values-Driven

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Page 21: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

“We are leaving the age of information and entering the age of recommendation.”

—— Chris Anderson in “The Long Tail”

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Page 22: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

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Page 23: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

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Page 24: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

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Page 25: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

Teacher

Student

Machine Learning

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Page 26: Recommendation System - WUNCA · 2017-08-11 · Recommendation Single Search KMUTT-LM : Smart Information Analysis System Phase I Phase II Phase III SIAS1-Mobi SIAS2-Analis SIAS3-Xplore

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