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4. Analysis of the literature with AI

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Created on April 12, 2024

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Transcript

Literature Analysis with AI

Presented by Dr. Koz

Dissertation’s literature review: https://libguides.kennesaw.edu/lr

AI for Discovery & Literature Review https://libguides.kennesaw.edu/AI4LR/about

Objectives

The ability to select the relevant methods of literature analysis

The ability to organize and structure the knowledge

Select methods that organize, evaluate, or synthesize research evidence

Analysis matrix or evidence table

+ info

+ info

Synthesize research themes and identify patterns

Reveal gaps in knowledge, research, and evidence

Thematic Analysis

+ info

+ info

Analysis of Search Results with AI

Preliminary Search

Citation Analysis Literature map

  • Scite.ai
  • LitMap
Connected Papers Research Rabbit

Gap & Thematic Analysis

  • Elicit
  • SciSpace

Systematic Search

Citation & Notes Manager

Analysis Matrix

Citation & Notes Manager

Synthesis

Citation and Knowledge Managers

All-in-One

AI based

3 in One

RefWorks

Docear

Obsidian

Petal

Citavi+Nvivo

EndNote

Mendeley

Lingo3G

Zotero

https://libguides.kennesaw.edu/cm/start

RefWorks (initial analysis)

Research Notes

Annotate

Analysis matrix for relevant research studies

https://libguides.kennesaw.edu/eval/lr

Gap Analysis

A lack of empirical evidence

Evidence Gap

Knowledge Gap

A lack of knowledge

Methodological Gap

A gap in theoretical understanding and conceptual models in a particular topic here

A gap in the research methods

Theoretical/Conceptual Gap

Lack of theories or conceptual models

AI for analysis

SciSpace

Analysis Matrix

Extraction & Screening for Analysis

efinitionAI

Write a subtitle here
Elicit

Thematic Analysis

Carrot Search

PubMed, Web, upload file.

Subtitle
There is no agentic AI yet to deal with the complexity of a literature review
Open AI and Microsoft support creating your own agent
  • Citation anlysis
  • Clustering
  • Citation managers

00:30

Quiz

Reference

  • Dissertation’s literature review https://libguides.kennesaw.edu/lr
  • AI for Discovery & Literature Review https://libguides.kennesaw.edu/AI4LR/about

Go back to Literature Review with AI landing page

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When we're told a story, it touches us. It can even move us, making us remember the stories up to 20 times more than any other content we can consume.

Start date:

Write an awesome headline

00 / 00 / 20XX

End date:

00 / 00 / 20XX

Motivation

Actions

Date

Multimedia content is essential in a presentation, to leave everyone amazed. Furthermore, it will help you summarize the content and entertain the entire class.

What haveI learned?

1. Improve communication on any topic

00 / 00 / 20XX

00 / 00 / 20XX

2. Make a 'match' with your audience

00 / 00 / 20XX

3. And it makes them part of the message

4. It has a suitable color for its theme

00 / 00 / 20XX

00 / 00 / 20XX

5. Represent data with graphics

00 / 00 / 20XX

6. Use timelines to tell stories

When we're told a story, it touches us. It can even move us, making us remember the stories up to 20 times more than any other content we can consume.

Put here an awsome title, something that catches the class's attention

Start date:

00 / 00 / 20XX

End date:

00 / 00 / 20XX

Motivation

Actions

Date

Multimedia content is essential in a presentation, to leave everyone amazed. Furthermore, it will help you summarize the content and entertain the entire class.

What haveI learned?

1. Improve communication on any topic

00 / 00 / 20XX

00 / 00 / 20XX

2. Make a 'match' with your audience

00 / 00 / 20XX

3. And it makes them part of the message

4. It has a suitable color for its theme

00 / 00 / 20XX

00 / 00 / 20XX

5. Represent data with graphics

00 / 00 / 20XX

6. Use timelines to tell stories

When we're told a story, it touches us. It can even move us, making us remember the stories up to 20 times more than any other content we can consume.

Start date:

Here you can put a highlighted title

00 / 00 / 20XX

End date:

00 / 00 / 20XX

Motivation

Actions

Date

Multimedia content is essential in a presentation, to leave everyone amazed. Furthermore, it will help you summarize the content and entertain the entire class.

What haveI learned?

1. Improve communication on any topic

00 / 00 / 20XX

00 / 00 / 20XX

2. Make a 'match' with your audience

00 / 00 / 20XX

3. And it makes them part of the message

4. It has a suitable color for its theme

00 / 00 / 20XX

00 / 00 / 20XX

5. Represent data with graphics

00 / 00 / 20XX

6. Use timelines to tell stories