Giving more time to do what you LOVE !

AKHILESH JOSHI

Google It !

My question that google can’t answer ?How do I score well in semantic web course that I

have opted for ?

Google will Certainly NOT answer question !

STUDY HARD

Now I have to ask this question Now I have to ask this question to my professor Dr. Keven Ates to my professor Dr. Keven Ates

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

Things to considerSemantic search systems

SO WHAT ALL THINGS TO INCORPORATE to

find the desired result ?

Basic Information

Other accounts

Shows/Movies

Related People

When I googled her…

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.

From where google knows all the information from ?

Wikipedia WIKI DATA Freebase(CURRENTLY

DISCONTINUED)

ARCHITECTURE

JASON LD

KNOWLEDGE GRAPH

WEBSITE

WEB SEARCH

WEB CRAWLER

How Knowledge graph looks like ?

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

Questions ??