Abstract
The large and increasing amount of scientific literature makes it difficult for researchers to analyse and understand relations between topics even in their specific sub-field. Neuroscience researchers are interested in relations between, for example, anatomical regions of the brain and the diseases that affect them. To explore relations in the extensive body of literature, using the topics themselves rather than individual articles, can provide a higher-level approach. We have created a prototype interactive AR environment to learn more about how topic-based literature browsing might aid researchers in analysing and understanding relations between topics. Given the three-dimensional nature of the brain, we postulate that visualizing neuroscience topics in Augmented Reality would support the exploration of relations between them and thus improve and extend existing literature exploration workflows. We follow a user-centered approach to identify visualization and interaction design requirements. Using an existing analysis of tens of thousands of neuroscience papers, we designed an interactive AR environment to support researchers in finding relations between brain regions and brain diseases that integrates with existing literature review practices. We carried out two qualitative evaluations to verify our design, first with eight neuroscience students as domain experts and then with seven experienced researchers as literature exploration experts. Our analysis of participants' feedback shows that visualizing topics and their relations in the immersive AR environment is clear, understandable and helpful for topic-based literature exploration, specifically, between brain regions and brain diseases. Our AR literature exploration tool has the potential to be used by neuroscientists in their routine literature reviews.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022 |
| Publisher | IEEE |
| Pages | 471-476 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781665453653 |
| DOIs | |
| Publication status | Published - 2022 |
| Event | 21st IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022 - Singapore, Singapore Duration: 17 Oct 2022 → 21 Oct 2022 |
Conference
| Conference | 21st IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022 |
|---|---|
| Country/Territory | Singapore |
| City | Singapore |
| Period | 17/10/22 → 21/10/22 |
Bibliographical note
Funding Information:We thank Cunqing Huangfu in the Research Center for Brain-inspired Intelligence at the Institute of Automation, Chinese Academy of Sciences, providing us with insights in exploring neuroscience literature and providing access to the LBD repository. We are grateful to our colleagues in the DatAR and HCDA (CWI) groups for their feedback. Tessa Heeroma and Anna van Harmelen helped to link various external data sources. This research is supported by a scholarship from the Iranian Ministry of Science, Research and Technology.
Publisher Copyright:
© 2022 IEEE.
Funding
We thank Cunqing Huangfu in the Research Center for Brain-inspired Intelligence at the Institute of Automation, Chinese Academy of Sciences, providing us with insights in exploring neuroscience literature and providing access to the LBD repository. We are grateful to our colleagues in the DatAR and HCDA (CWI) groups for their feedback. Tessa Heeroma and Anna van Harmelen helped to link various external data sources. This research is supported by a scholarship from the Iranian Ministry of Science, Research and Technology.
Keywords
- Human-centered computing-Visualization systems and tools-Immersive Analytics-Augmented Reality