Analysis of the literature with AI

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

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

Literature Analysis with AI

Presented by Dr. Koz

• Citation anlysis
• Clustering
• Citation managers

There is no agentic AI yet to deal with the complexity of a literature review

• Lexical Search
• Semantic Search

Databases with thesaurus

• ResearchRabbit
• LitMap

Elicit, SciSpace

Literature map

Flow Chart

Citation Manager

Database Log

Systematic Search

Preliminary Search -

Analysis of Search Results

Gap & Thematic Analysis

Lingo3G

Citavi+Nvivo

Petal

Obsidian

AI based

Docear

All-in-One

Zotero

Mendeley

EndNote

RefWorks

3 in One

Citation and Knowledge Managers

Upload citations to AI Lit Review tools

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

Citation & Document Managers

RefWorks (initial analysis)

Research Notes

Annotate

Lack of theories or conceptual models

A gap in the research methods

A lack of knowledge

Evidence Gap

Theoretical/Conceptual Gap

Methodological Gap

Knowledge Gap

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

A lack of empirical evidence within a specific field of studies

Gap Analysis

Analysis matrix

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

AI for analysis

Carrot Search

Subtitle

Thematic Analysis

PubMed, Web, upload file.

Elicit - Gap Analysis

SciSpace

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