From knowledge to wisdom: how far will the knowledge map go?

Catalog

1 data 、 Information 、 Knowledge and wisdom

3 What problems can the knowledge map solve ？

4 The construction method of general knowledge map at home and abroad is ？

5 How to construct knowledge map ？

6 What are the frameworks of the knowledge map ？

7 Together with Cayley Build a knowledge map

8 Learning reference materials

9 The knowledge tree drawn by Mr. Zhong Yang

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picture source ：https://medium.com/@sderymail/challenges-of-knowledge-graph-part-1-d9ffe9e35214

About Knowledge Engineering , I have described it below 【 FAQs for novices on the road 】 About Knowledge Engineering _ Apple II blog -CSDN Blog

About the knowledge map , I was there

【 Introduction to good articles 】 Enlightening articles on artificial intelligence and machine learning 2020_ Apple II blog -CSDN Blog

Introduced iResearch consulting in 2020 year 5 month 17 Japanese articles ,

  A ship to know the ocean —2020 China knowledge map Industry Research Report

Today I would like to introduce 2018 year 9 month 28 On Tuesday night , Sharing in the cafe of the club . I chatted with friends from all walks of life who are interested in science and technology , Consider the non axiomatic reasoning system , See it together Barak Introduce his Cayley Build a map of knowledge , We also started to play Cayley.

Before each discussion of wisdom and intelligence , I will show you this picture . Please think about the data 、 Information 、 The difference and connection between knowledge and wisdom .

1 data 、 Information 、 Knowledge and wisdom

picture source ：

How to turn data into wisdom ？ What the product manager should understand DIKW Thinking model | Product one hundred

2 What is knowledge map

I watched Zhizhi for a minute ｜ Ninth ： What is knowledge map ？, Thank you Zhizhi ！

Know wisdom for a minute ｜ Ninth ： What is knowledge map ？

• What is knowledge map ？

From a picture of Obama , This paper introduces the basic concept of knowledge map , In particular, the thesis 《 Construction and application of TCM knowledge atlas 》. Thank you haofen ！

3 What problems can the knowledge map solve ？

picture source ： Author draw .

4 The construction method of general knowledge map at home and abroad is ？

picture source ： Author draw .

5 How to construct knowledge map ？

picture source ：

https://www.researchgate.net/publication/284545341_Building_and_Using_a_Knowledge_Graph_to_Combat_Human_Trafficking/figures?lo=1&utm_source=google&utm_medium=organic

Building the knowledge map includes the following four steps ： Data acquisition 、 Information extraction （ Including entity extraction 、 Relationship extraction and property extraction ）、 Knowledge fusion （ Including entity linking and knowledge merging ） And knowledge processing （ Including ontology construction 、 Knowledge reasoning and quality assessment ）.

6 What are the frameworks of the knowledge map ？

picture source ： Author draw .

7 Together with Cayley Build a knowledge map

Friends with computers , Together with the development Linked Data  And graph data tools Cayley, I have a preliminary understanding Cayley Characteristics . You can check here Cayleyhttps://github.com/cayley/cayleygraph/cayley

picture source ： Author draw .

The figure shows Cayley The author of Barak In the video , You can practice while watching the video . How to Build Your Own Knowledge Graph (Video - Part 1) - DATAVERSITY It also introduces relevant videos . In particular , In my submission , Judging from temperament and speech , American TV Series 《 Silicon valley 》 Inside Richard and Barak It's like . Interested friends can also have a look at 【IT Entrepreneurial story 】 American TV Series 《 Silicon valley 》 Highlights of Episode 8 to 10 of season 4 . Talk about knowledge and wisdom , I also introduced my theme map product , Shared a non axiomatic reasoning system NARS, Interested friends can check  【ACM-W China DevHub public lecture 】 With the power of light and wisdom ： Optical computer and non axiomatic reasoning system NARS

8 Learning reference materials

Friends who are interested in the knowledge map , You can visit OpenKG Understand the current development of knowledge map .

OpenKG.CN – Open Chinese knowledge map

 

You can visit my github   GitHub - bettermorn/KGCourse: Share knowledge map related learning and practice content

You can also visit 《 Standardization of knowledge map 》 WeChat official account ,

Get the following

《 Knowledge map standardization white paper 》
https://www.jianguoyun.com/p/DT7vQWMQ08yiBxi967ED ( Access password : 1908)
《 Knowledge map helps epidemic prevention and control and case collection of returning to work 》
https://www.jianguoyun.com/p/DQ_PUPUQ08yiBxjE67ED ( Access password : 2004)
《 The age of cognitive intelligence ： Knowledge atlas practice case collection 》
https://www.jianguoyun.com/p/DTN5DaMQ08yiBxiEr-ID
《 Guide for selection and implementation of knowledge map 》
https://www.jianguoyun.com/p/DQnRU9kQyrjVCRjVkqIE

9 The knowledge tree drawn by Mr. Zhong Yang

The following figure is another form of knowledge ： Knowledge tree , Thank you, Mr. Zhong Yang ！ Friends who have been to Shanghai natural history museum must still remember this picture .

source ： Zhong Yang's love for science popularization with the Museum of science and technology

Friends who are interested in the knowledge map , Feel free to leave a comment .