Beyond the Books: 5 Surprising Truths for the Modern PhD Researcher
Sunday, 28 December 2025
5 Surprising Truths for the Modern PhD Researcher
Wednesday, 14 May 2025
AI Tools for Research
21st Century Literature Review: Tools Every Researcher Should Know
In an age where research output is growing exponentially, the traditional methods of doing a literature review—manual searches on Google Scholar or trawling through PDFs—are no longer sufficient. Fortunately, a new wave of AI-powered and open-access tools has made it easier than ever to trace citations, discover influential works, and even visualize the scholarly landscape around your topic. If you’ve used tools like Citation Gecko or OpenAlex, you’ve already tasted the power of citation intelligence. But there’s more—much more.
This blog introduces several powerful alternatives and complementary tools for citation tracking, research mapping, and literature discovery.
🔍 Citation Mapping and Visualization Tools
1. Connected Papers – connectedpapers.com
If you know one good paper in your area, Connected Papers can show you a network of related works. It generates a visual graph based on citations, helping you explore prior and derivative research. You can use a title or DOI to get started.
2. Research Rabbit – researchrabbit.ai
Think of this as the Spotify of academic research. It not only maps connections between papers and authors but also lets you track updates in research areas. You can follow citation trails, author networks, and even institution-wise output.
3. Litmaps – litmaps.com
Litmaps lets you visually organize and track your literature review process. It automatically updates you with new papers relevant to your field. Great for keeping a dynamic bibliography while writing a thesis or article.
📚 Academic Search Engines with Smart Citation Features
4. Semantic Scholar – semanticscholar.org
An AI-driven alternative to Google Scholar, Semantic Scholar highlights citation influence, shows citation context, and identifies key papers. It’s particularly useful for understanding how a paper is being used in the field—whether as foundational, supporting, or marginal.
5. Scite.ai – scite.ai
Not all citations are created equal. Scite goes further by showing whether a citation supports, disputes, or merely mentions the source. It’s a valuable tool for critically assessing the influence and reception of a research paper.
6. Dimensions.ai – dimensions.ai
Offers a broader view, combining citations with grants, datasets, patents, and policy documents. Dimensions is excellent for interdisciplinary researchers looking to trace the real-world impact of academic output.
🧠 Academic Social Networks & Community Tools
7. Academia.edu & ResearchGate
These platforms are more than just CV warehouses. Researchers often upload preprints and engage with their peers here. While not formal citation indexes, these platforms help you access grey literature, unpublished drafts, and connect with authors.
🔓 Open Data Platforms for Developers and Analysts
8. OpenCitations – opencitations.net
An open-source initiative providing free bibliographic and citation data, ideal for those who want to build citation graphs, conduct bibliometric analysis, or integrate citation data into custom applications.
🧰 Bonus: Reference Management Tools with Discovery Features
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Zotero – zotero.org
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Mendeley – mendeley.com
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Paperpile – paperpile.com
While mainly reference managers, these tools also help with discovery by integrating with Google Scholar or CrossRef and recommending related literature.
🧭 Summary Table: Tool Features at a Glance
| Tool | Citation Map | Citation Context | Free Access | Update Alerts |
|---|---|---|---|---|
| Citation Gecko | ✅ | ❌ | ✅ | ❌ |
| Connected Papers | ✅ | ❌ | ✅ | ❌ |
| Research Rabbit | ✅ | ❌ | ✅ | ✅ |
| Litmaps | ✅ | ❌ | ✅ (basic) | ✅ |
| Semantic Scholar | ❌ | ✅ | ✅ | ❌ |
| Scite.ai | ❌ | ✅ | ✅ (limited) | ✅ (premium) |
| Dimensions.ai | ❌ | ❌ | ✅ (basic) | ✅ |
| OpenCitations | ❌ | ❌ | ✅ | ❌ |
🎓 Final Thoughts
The future of research is not just about reading—it’s about strategically navigating a sea of information. These tools empower researchers to go beyond keyword searches and instead follow intellectual threads, identify emerging trends, and visualize scholarship as a living, growing network.
Whether you are a postgraduate student, doctoral researcher, or a faculty member supervising research, incorporating these tools into your workflow will streamline your literature review and enhance the quality of your academic output.
Wednesday, 18 September 2024
STC Research Methodology
Researcher’s Attitude, Ethics, and Digital Profile Essentials
In today’s rapidly evolving academic landscape, mastering research methodology and ethics is crucial for scholars across disciplines. During the Short Term Course on Research Methodology, participants were introduced to key aspects of developing a strong research attitude, adhering to ethical guidelines in publishing, and leveraging digital tools to enhance their scholarly work. Through three insightful presentations, the course covered fundamental topics such as the vocation of a researcher, the importance of publication ethics, and the use of modern digital platforms for creating a robust academic profile. This blog shares the highlights from these presentations, providing participants with a comprehensive understanding of how to conduct ethical and impactful research in the digital age.
1. Research Attitude and Ethics in Research
This presentation covers the fundamental aspects of research attitude and the role of ethics in the research process. It highlights the difference between a researcher and a scholar, emphasizing the vocation and spirit of scholarship. Participants will explore the mindset required for conducting genuine and ethical research, including the principles of evidence-based research and intellectual curiosity.
Key Concepts:
- Vocation of a Scholar: The presentation distinguishes between mere research and the higher calling of scholarship, highlighting the historical sense and intellectual breadth that define true scholarship.
- Mental Temperament: Law and Journalism
Assignment Questions:
- Discuss the key differences between a researcher and a scholar, and explain why scholarly habits are essential for long-term success in academia.
- How does Law and Journalism help in mental makeup of a research scholar in writing thesis / dissertation?
2. Research and Publication Ethics (RPE) and Finding Quality Journals
The final presentation deals with ethics in research and publication, providing guidance on selecting appropriate journals for publication. Ethical issues such as falsifiability, the philosophy of science, and the proper conduct of research are covered.
Key Concepts:
- Philosophy of Science: The importance of falsifiability, testability, and verificationism in scientific theories is discussed, alongside the challenges of justifying scientific beliefs.
- Publication Ethics: Ethical guidelines from organizations like COPE (Committee on Publication Ethics) and WAME (World Association of Medical Editors) are introduced, along with the risks of predatory publishing.
- Journal Selection: The presentation highlights tools like journal suggesters (e.g., Springer, Elsevier) to help scholars find high-quality journals for their work.
Assignment Questions:
- Discuss the concept of falsifiability in scientific research and its importance in establishing the validity of scientific theories.
- What are the main ethical considerations in academic publishing, and how can researchers avoid falling prey to predatory journals?
- Describe the process of selecting a journal for publication. What tools and strategies can a researcher use to find a reputable journal?
3. Digital Tools for Research and Researcher Profile
This presentation focuses on the modern tools available for research, including databases, reference management tools, and plagiarism prevention software. It also addresses the creation of a digital researcher profile on platforms like ORCID, Scopus, and Google Scholar to maintain an online academic presence.
Key Concepts:
- Research Tools: Various tools for conducting qualitative and quantitative research are introduced, such as Zotero, Mendeley, and Turnitin. Databases like Google Scholar, JSTOR, and Web of Science are discussed for accessing high-quality academic papers.
- Researcher Metrics: The importance of metrics like the h-index, g-index, and journal impact factors is emphasized for evaluating research impact.
- Digital Profile Management: Scholars are encouraged to create profiles on platforms such as ORCID, Scopus, and Google Scholar to interlink their research accounts and track citations.
Assignment Questions:
- Discuss the role of digital tools in modern research and how they help streamline the research process.
- How can a researcher effectively manage their digital academic profile, and why is it important for career development?
- Compare different research metrics such as h-index and g-index. Which metric do you think is the most reflective of a scholar’s impact?
UGC-RPE: Research and Publication Ethics
A Course on Research and Publication Ethics (RPE) - for Ph.D. Students
- Beall, J. (2012). Predatory publishers are corrupting open access. Nature, 489(7415), 179-179. https://doi.org/10.1038/489179a
- Bird, A. (2006). Philosophy of Science. Routledge.
- Chaddah, P. (2018). Ethics in Competitive Research: Do not get Scooped; do not get Plagiarized. ISBN: 978-938748086
- Indian National Science Academy (INSA) (2019). Ethics in Science Education, Research and Governance. ISBN: 978-81-939482-1-7. http://www.insaindia.res.in/pdf/Ethics_Book.pdf
- MacIntyre, Alasdair (1967). A Short History of Ethics. London.
- National Academy of Sciences, National Academy of Engineering and Institute of Medicine (2009). On Being a Scientist: A Guide to Responsible Conduct in Research: Third Edition. National Academies Press.
- Resnik, D.B. (2011). What is Ethics in Research & Why is it Important. National Institute of Environmental Health Sciences, 1-10. Retrieved from https://www.niehs.nih.gov/research/resources/bioethics/whatis/index.cfm



