User Guide

Last updated on 2026-09-06

Welcome to Coresia. We believe that solving real-world challenges requires an inclusive approach that expands beyond traditional boundaries and empowers the community to drive discovery and innovation. We seek to enable this operationalizing the knowledge mobilization.

Whether you are just a curious visitor, somebody with a research interest, experience or resources to offer, this guide will help you navigate the coresia.org platform and make a meaningful impact via knowledge mobilization.

Get started

No fees	Online	Remote access

Exploring the research map

You don’t need an account to explore the platform. The coresia.org’s homepage is an interactive space where one can explore the interactive knowledgebase represented in the form of a research map where the

Regions are different research areas/domains as part of a vast landscape.
Places are distinct by interconnected research aims of following types:
- Grand challenges we confront are broken down, into the
- Innovations needed to tackle them, further
- Discoveries onto which the innovations will be built on,
- Illustrations which would collectively render the discoveries and finally
- Insights which are basic units composing illustrations.
Place description i.e. description of a given research project includes
- Relevant key variables, data sources, methods, both known and suggested by resident co-researchers
- Interest for the research project in the form of the views and likes
- Reviews, meaning what do we know so far, has this research topic been Explored at all, Modeled to any extent, and how well is the relevant phenomenon Predicted (semantic analysis),
- Updates containing the timeline of major events either brought about by Coresia’s talented co-researchers or elsewhere.
- Management details, if you may be interested in partnering with us.
Paths connect the Grand challenges with Innovations, then Discoveries, Illustrations and finally the elemental Insights.
- Chosen path is shown with continuous lines,
- Alternative paths is shown with continuous lines in faded colors, and
- Paths un-/less travelled are indicated with dashed lines
Directions are for navigating from the Grand challenges to the milestones on the way.
- The “true north” is addressing the Grand challenges through increasing scale and complexity of the research projects starting from the elemental Insights.
Journey is the overall process of knowledge mobilization where the research meets its end goal which is addressing the grand challenges.
- New places, paths and areas can be suggested as part of the Knowledge synthesis phase.
- Share how the research is connected to community benefit, to promote the knowledge mobilization. You may do this by using the URLs for your favorite projects and by using the
  
  shareable badge e.g.

Joining as a contributor

Contributors are welcome. As a contributor at Coresia, you can help our research operations in your own way. Becoming a contributor at Coresia is free of charge and only requires creating an account.

Not a Coder? No Problem

You do not need to write algorithms to make an impact. Propose new projects (Knowledge inquiry), provide help in the forums, or become a member to help us in the coordination of different projects.

Joining as a co-researcher

We welcome your involvement as a co-researcher. Whether you are interested or experienced in research (be it through non-traditional pathways), a student building skills, a knowledge user with lived experience, or maybe a knowledge holder with domain expertise, Your unique perspective is an essential asset to our work. Becoming a co-researcher at Coresia is free of charge and only requires creating an account.

Login or Register

Quick start

Pick a project or multiple among the Projects in the knowledgebase, or suggest a new one.
Get feedback from the Community forum .
Link data and code to support research.

Focus on accessibility

For maximum accessibility, Coresia is a purely online platform, with a focus on computational research so that anyone can use it at any time and from any place.

There are no maximum team sizes.

Preparation is optional, experiential learning is highly recommended

Take a tour through following examples of platforms where power of data-analytics is used to do something greater

We recommend experiential learning through hands-on-experience guided by the feedback from co-researchers, however, if you prefer the following are some of the preparatory material we’d suggest.

Get familiar with basic coding

freeCodeCamp
[⚠️May not be free-of-charge] Codecademy
[⚠️May not be free-of-charge] DataCamp

Get extra familiar with the KM theory

[⚠️Not free-of-charge] Research Impact and Knowledge Mobilization Certificate

The Knowledge Mobilization journey

Following are three phases in the Knowledge Mobilization journey. The steps in the phases are mere suggestions, they are evolvable as need be depending on the project.

Phase 1: Knowledge Inquiry (Ideation)

The community directly informs our research direction. Place community-relevant questions that require attention onto the research map. Strategize with knowledge holders, conceptualise and design the project.

Enrich the knowledge base

Step 1	Step 2	Step 3
Come with the questions which are community-relevant which need to be brought attention to.	Strategise those questions using knowledge users and knowledge holders, community connections and strategizing how to address them leveraging the resources of Coresia.	Share your formalised research question with the broader community of researchers by placing it uniquely onto the research landscape of Coresia.

Phase 2: Knowledge Synthesis (Execution):

This phase involves active analysis. You can write code, analyze open data, engage in forum discussions, and generate solid, reproducible findings. In our pipeline, every research insight is expected to produce a visualization in the form of chart/plot or few, which compose an illustration in the form of figure/infographic, which become discoveries as research articles, leading to innovations as technology, tools or products which can be ultimately used to directly address the corresponding Grand challenge.

Traverse the research map

Step 1	Step 2	Step 3
Select your path of interest from the research landscape map.	Address the research questions using the Coresia resources.	Link the research output in the form of document/visualization, source data and code (if any) with the knowledgebase. Get feedback from the Community forum and validate the research so that it can successfully travel further.

Phase 3: Knowledge Uptake (Application):

The ultimate goal. We aim to provide the agency to the community in need with actionable solutions that can be then used to inform public policy, empower decision-making, and drive constructive change.

Resources

Step 1	Step 2	Step 3
Select your path, places, areas of interest from the research landscape map where you would like to contribute your knowledge and expertise.	Organise the related verifiable information to improve the landscape or incorporate new research findings onto it, with the coordination with Coresia and its resources.	Submit the update to the research landscape in its contextual language. Thank you for your help.

Along the way

Evaluation:

When you submit your research, our Core Committee — which is composed of the resident experts — assesses it against three key aspects:

Identifiability, meaning how different are the findings compared to what we already know (novelty),
Verifiability, meaning can the findings be verified to be false or true (falsifiability), and
Defensibility, meaning are the findings robust enough (reproducibility).

The validated research findings — labeled as research-grade — are shown as such in the knowledgebase and when integrated with complementary findings, at the Discovery level are published bearing your contribution.

Getting Credits

Coresia is a unique alternative to conventional research platforms in that here you can demonstrate your skills freely and openly, and refer to your work to build your profile as a researcher.

We use the Contributor Role Taxonomy system (CRediT) to ensure every contribution is recognized. When a Discovery is “reached”, we will publish the results nested under it collectively as a story.

If you worked individually or within a team, co-researcher, your identifiable CRediTs are as follows:

CRediT	Contribution	Analogy
Conceptualization	Ideas; formulation or evolution of overarching research goals and aims	“Horizon scanning”
Data curation	Management activities to annotate (produce metadata), scrub data and maintain research data (including software code, where it is necessary for interpreting the data itself) for initial use and later re-use.	“Resources”
Formal analysis	Application of statistical, mathematical, computational, or other formal techniques to analyse or synthesize study data.	“Surveying research area”
Funding acquisition	Acquisition of the financial support for the project leading to this publication.	“Securing supplies”
Investigation	Conducting a research and investigation process, specifically performing the experiments, or data/evidence collection	“Landscape exploration”
Methodology	Development or design of methodology; creation of models.	“Path design”
Project administration	Management and coordination responsibility for the research activity planning and execution.	“Expedition leadership”
Resources	Provision of study materials, reagents, materials, patients, laboratory samples, animals, instrumentation, computing resources, or other analysis tools.	“Inventory”
Software	Programming, software development; designing computer programs; implementation of the computer code and supporting algorithms; testing of existing code components.	“Toolsmithing”
Supervision	Oversight and leadership responsibility for the research activity planning and execution, including mentorship external to the core team.	“Guidance”
Validation	Verification, whether as a part of the activity or separate, of the overall replication/reproducibility of results/experiments and other research outputs.	“Route verification”
Visualization	Preparation, creation and/or presentation of the published work, specifically visualization/data presentation.	“Landmark Mapping”
Writing – original draft	Preparation, creation and/or presentation of the published work, specifically writing the initial draft (including substantive translation).	“Drafting the route”
Writing – review & editing	Preparation, creation and/or presentation of the published work by those from the original research group, specifically critical review, commentary or revision – including pre- or post-publication stages.	“Refining the route”

The Coresia Consortium

Anyone who showed interest to join the organisation as a contributor or a co-researcher will be listed as part of the collective Coresia Consortium, with your name searchable in the collaborator credits.

Guidelines

Collaboration

Because we are an open-science platform, everything we do is centered on sharing knowledge freely and equitably.

Show Your Work (This is Mandatory): If you submit a research output, you should include your source data versions, code (if any, committed under an open-source license like GPL v3 by default), and analytical parameters. Your documentation should be detailed enough to pass a standard peer review, ensuring co-researchers who may continue your research can reproduce your exact results.
Play Fair with Data: Open data is a privilege. Occasionally, open datasets (like iNaturalist or GBIF) include the names or locations of the original data collectors. Please respect their privacy. Do not attempt to re-identify anonymous users. If you observe sensitive personal information in a dataset, notify our team before proceeding with your analysis.
Explore Open Data & Licensing: You have access to extensive open resource libraries, such as eBird. While this data is freely available, it comes with responsibilities. Always verify the specific data license (e.g., CC BY, CC BY-NC, or CC0) and ensure the original creators are properly attributed in your analysis.
Build Together: We encourage you to build upon the work of your peer co-researchers, share your scripts, and co-create tools. Incorporating multiple perspectives would likely increase the chance of passing the validations and overall the exchange of skills and expertise would benefit the entire community.

ReOps

Evolving set of general guidelines (Inspired by The Zen of Python),

Purposeful involvement is better than purpose-less,
direct involvement is better than indirect.
Simple workflow is better than complex,
but the complex workflow is still better than complicated.
A flat management is better than hierarchical,
a minimalistic interface is better than excessive.
Improving accessibility is scaling.
Evolvability should be scaled by stability.
Fairly good enough does not need to be purely perfect.
Non-falsifiable hypothesis is not for a verifiable research,
unless ideation is still work in progress, which should continue.
When confronting ambiguity, measure joint probabilities.
There should be preferably only one obvious way,
except if it restricts the accessibility.
Drafting priorities early is better than late,
but current priorities right now’s priorities.
Research dis-connected with community’s challenges is N/A,
the more connected the research is, the better is its community relevance.
Bigger innovations emerge from smaller insights - let's do more of those!

Support & Troubleshooting

Participation

We operate on trust. Essential “paperwork” on our side includes contributor’s agreement when you register and standard ethics disclosure before linking your contributions to the knowledgebase and conflict of interest declaration before the publication. Please stay on top of these by ticking the boxes where and when necessary, so we can maintain our operations silky smooth.

Troubleshooting related to the interaction research map

If the interactive landscape is not loading, ensure you are using a modern browser and that hardware acceleration is enabled.

Need Help?

Reach out at contact@coresia.org with any questions.

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