The Knowledge Graph is a knowledge base used by Google to enhance its search engine's search results with semantic-search information gathered from a wide variety of sources.

1. Giving more time to do
what you LOVE !
AKHILESH JOSHI

2. Google It !

3. My question that google can’t answer ?
How do I score well in semantic web course that I have
opted for ?

Google will Certainly NOTanswer question !
STUDY
HARD
STUDY
HARD
Now I have to ask this questionNow I have to ask this question
to my professor Dr. Keven Atesto my professor Dr. Keven Ates

4. Knowledge graph
The Knowledge Graph is a knowledge base used by Google to enhance its search engine's search
results with semantic-search information gathered from a wide variety of sources. – Wikipedia
GOAL
 Understand searchers intend
 Contextualize the meaning
 Assemble the information and resolve
query without having to navigate to other sites
Graph enhances Google search in three main ways:
 by disambiguation of search queries
 by search log-based summarization of key facts
 by explorative search suggestions

5. Things to consider
Semantic search systems
SO WHAT ALL THINGS TO
INCORPORATE to find
the desired result ?

9. Basic Information
Other accounts
Shows/Movies
Related People
When I googled her…

10. Algorithms
 construction algorithms
 used to convert unstructured information sources into a graph of concepts (or entities),
the relationships between the concepts and the attributes of each concept.
 query algorithms
 used to find the relevant concept in the knowledge graph in order to answer users'
questions
 Text Mining techniques like Named-entity recognition (identify the concepts)
 NLP techniques like Coreferencing and Part-of-speech tagging can help form
connections between distinct concepts and many others.

11. From where google knows all the
information from ?
 Wikipedia
 WIKI DATA
 Freebase
(CURRENTLY
DISCONTINUED)

12. ARCHITECTURE
JASON LD
KNOWLEDGE GRAPH
WEBSITE
WEB SEARCH
WEB CRAWLER

13. How Knowledge graph looks like ?

14. JASON-LD Example
(JavaScript Object Notation for Linked Data)
<script type="application/ld+json">
{
"@context": "http://schema.org",
"@type": "CreateAction",
"agent": {
"@type": "Person",
"name": "John"
},
"result": {
"@type": "ExercisePlan",
"name": "John's weight loss plan"
},
"participant": {
"@type": "Person",
"name": "Steve"
}
}
</script>
John created an exercise plan with Steve

15. Questions ??