Outcome of the 3rd ORKG Curation Grants

This is an overview of the results from the 3rd ORKG Curation Grant Program in 2023. Below you will find an enumeration of all our grantees and their contributions to the ORKG, as well as a link to their final presenation about their best comparison as an ORKG Curation Grantee.

Azanzi Jiomekong

Comparisons

  1. Global description of food information engineering reviews papers

  2. A catalog of Food Images Dataset

  3. Comparison of topics investigated in the paper: "A Survey on Food Computing"

  4. Comparison of topics investigated in the paper: "Applications of knowledge graphs for food science and industry"

  5. Comparison of Food Recognition Methods

  6. Summary of Food Retrieval Systems

  7. Comparison of several AI model for ingredient substitution

  8. Study of AI models behavior during ingredient substitution

  9. Comparison of several AI models for ingredients substitutions by considering different dimensions

  10. Ablation study of GISMo (Graph-based Ingredient Substitution Module) on ingredient substitution

  11. Ablation (on input features) of AI systems for ingredient substitution

  12. Comparison of AI models used for recipe generating from food images

  13. Comparison of the effect of ingredient substitutions on the quality of the generated recipes

Reviews

  1. Collecting food information

  2. Food information organization

  3. Food information processing

  4. Using of food information

  5. Related work on food information engineering

  6. Food information engineering

Bharatesh Chakravarthi

Comparisons

  1. Hand gesture recognition methods

  2. Pedestrian datasets for vision based detection and tracking tasks

  3. Aerial Image Datasets for Vehicle detection task

  4. A comparison of state-of-the-art approaches to Sign Language recognition

  5. Surrounding vehicle’s lane change maneuver inferences

  6. Motorcycle detection and tracking in ADAS

  7. A Comparison of Full Vehicle Control Techniques

  8. Lidar Data for semantic segmentation

  9. LiDAR and image data based depth completion models

  10. Fusion-Based Detection of Stationary On-Road and Off-Road Objects for Autonomous Vehicle Guidance

  11. State-of-the-art pedestrian detectors evaluation comparison

  12. Vehicle Detection Methods - A Comparison

  13. Event-guided video frame interpolation (VFI) methods

  14. RGB-D VOT datasets and RGB VOS datasets Comparison

  15. Event-based datasets representation comparison

  16. Object Detection using Event Camera

  17. Comparing the multi-perspective categorization of diffusion models in computer vision

  18. Comparison of sign language recognition systems using the Leap Motion Controller

  19. Comparison of vision-based camera for sign language recognition

  20. Dynamic sign language recognition comparison

Ivo Berbić

Comparisons

  1. Review: Detection of anomalies in maritime traffic with machine learning using the database Automatic Identification System

  2. Review: Monitoring of emissions and pollution in water transport using the database Automatic Identification System

  3. Review: Monitoring fishing activities using machine learning techniques based on AIS data

  4. Review: Detection of falsified and fabricated AIS data in monitoring of water transport

  5. Review: Ship collision risk assessment using machine learning methods based on AIS data

  6. Comparison of the use of AIS data in the processing of ship trajectories using machine learning

  7. Overview of ship classifications based on AIS data using machine learning methods

  8. Overview of clustering ship trajectories based on AIS data using machine learning methods

  9. Review: Ship trajectory prediction based on AIS data using machine learning methods

  10. Overview of AIS data mining in water transport using machine learning

  11. Review: Detection of abnormal movements of ships based on AIS data in water transport using machine learning methods

  12. Review: Interpolation of missing AIS data in water transport using machine learning

Jadran Berbić

Comparisons

  1. Review of application of machine learning models for long term prediction of streamflow

  2. Review of application of machine learning models for prediction of sea levels

  3. Review of application of machine learning models for real time and short term prediction of water levels and discharge

  4. Review of application of machine learning models for short and mid term prediction of water levels and discharge

  5. Comparison of methods for frequency analysis of high water events

  6. Comparison of methods for development of rainfall intensity-duration-frequency curves

  7. Comparison of methods used to analyze efficiency of LID (low impact development) practices

  8. Overview of methods applied in creation of rainfall intensity-duration-frequency curves

  9. Overview of rainfall data as an input for models applied for evaluation of LID efficiency

  10. Overview of procedures applied in machine learning models for prediction of water level and discharge

  11. Overview of procedures applied in machine learning models for sea levels prediction

  12. Overview of procedures applied in machine learning models for long term prediction of streamflows

Reviews

  1. Review of application of machine learning models for prediction of variables in hydro-environment

Milica Vukelić

Comparisons

  1. The effects of small scale interventions for fostering PhD students well-being

  2. How supervisors could impact wellbeing of PhD students?

  3. What research methodology is used by qualitative studies dealing with the mental health and wellbeing of PhD students?

  4. What research methodology is used by quantitative studies dealing with the mental health and wellbeing of PhD students?

  5. Mental health issues of PhD students covered in newspapers

  6. Theories behind the articles about mental health of PhD students

  7. Prevalence of mental health issues among PhD students

  8. Sample structure of quantitative studies on the PhD students mental health

  9. Academic bullying evidence

  10. Well-Being - Women academics

  11. The role of supervisors in determining the quality of PhD experience

Patience Usoro Usip

Comparisons

  1. Comparison on representations for healthy diet recommendation during pregnancy with medical conditions

  2. Comparison on Representation and Reasoning for Semantic Knowledge Retrieval in Agriculture

  3. Comparison on Representations for Multilingual machine translation

  4. Comparison on Representing Semantic Similarities of Heterogenous Data

  5. Comparison on Knowledge Representation and Reasoning for Cancer Diagnosis

  6. Comparison on Representations of Heterogeneous data for Semantic knowledge retrieval and interoperability

  7. Comparison on NLP-based Representations for Semantic Textual Similarity Models

  8. Comparison on Representations for Medical Information Processing

  9. Representing and Reasoning for Crop Yield Improvement

  10. NLP and Knowledge Graph Representations and Reasoning for Question Answering Modeling

  11. Representation and Reasoning for Medical Image Processing and Analysis

  12. NLP-based Representations of Sentiment Analysis for African Languages

  13. Representations for Irrigation and Erosion Control in Farmaing

  14. Comparison on Pest Management Knowledge Retrieval

  15. Representations and Reasoning with Multilingual Knowledge about Critical Medical Conditions

  16. Comparison on Postive Impacts of Ontology in Health

Prateek Tripathi

Comparisons

  1. Estimation of crop and vegetation chlorophyll content using Remote Sensing Methods

  2. Application of Landsat multispectral remote sensing data in estimating chlorophyll concentration and other vegetation properties

  3. Efficiency of Landsat mutispectral data in crop type mapping

  4. Utilizing Multispectral and Hyperspectral Satellite Imagery for Crop Disease Detection

  5. Multispectral Remote Sensing for Crop Classification

  6. Crop mapping and field area estimation from Multispectral Satellite Remote Sensing data

  7. Multi-Sensor Time-Series Multispectral Remote Sensing Data for Crop Management

  8. Potential of Sentinel (1 and 2) satellite data in Crop classification

  9. Assessing and Cultivating Crop Health through Multispectral Remote Sensing

  10. Advancing Agricultural Insights through NDVI Time-Series Analysis in India

  11. Integrative Remote Sensing Solutions for Crop Monitoring and Phenology Assessment using NDVI

  12. Integrated Remote Sensing Approaches for Agriculture: From Downscaling to Drought Monitoring using NDVI

  13. Application of Landsat 8 in Crop Classification and Crop monitoring: An NDVI application

  14. Crop Monitoring using Landsat 8 multispectral satellite data

  15. Application of vegetation indices from Landsat 8 satellite data in Agricultural monitoring

  16. Advanced Remote Sensing Techniques using Landsat TM

  17. Sentinel-1 and Setninel-2 satellite datasets for Crop Classification and Monitoring

  18. Remote Sensing with Sentinel Duo: Agricultural Assessment

  19. Sentinel-2 Data Analysis for Enhanced Crop Classification and Monitoring

  20. Multi-Source Crop Yield Estimation and Classification using Sentinel-2 NDVI

  21. Advanced Image Classification methods for Crop classification for Sentinel and Landsat datasets

  22. Comparative analysis of Sentinel 2

Reviews

  1. Application of Remote sensing datasets and techniques in Agricultural applications

Sanju Tiwari

Comparisons

  1. A Comparison on Foundation Large Language Models

  2. Comparison of representative demonstration designing methods of Language Models

  3. Comparison of KG-enhanced LLM methods for the pre-training of KG-enhanced LLM

  4. Comparison of Knowledge Graph enhanced Large Language Models for inferencing

  5. Comparison on Large Language Model augmented Knowledge Graph Query Answering

  6. Large Language Model augmented Knowledge Graph to Text Generation

  7. Large Language Model augmented Knowledge Graph embedding

  8. Exploring Interpretability of Knowledge Graph-enhanced Large Language Models

  9. Exploring Large Language Models in General Science

  10. Exploring methods for injecting knowledge into BERT

  11. Large Language Model-based Knowledge Graph construction methods comparison

  12. Exploring Large Language Models augmented Knowledge Graph Completion Methods

  13. Exploring Large Language Models (LLMs) to address mathematical problems

  14. Exploring Large Language Models for Multilingual Tasks

  15. Exploring the roles of Large Language Models in Medical Assistance

  16. Exploring Language Models in Education

  17. Comparison of Exploring Evaluation Benchmarks for Large Language Models

  18. Exploring LLMs as Enhancer to assist graph-related tasks in literature

  19. Exploring the role of ontologies in Manufacturing and Industry 4.0

  20. Exploring Semantic Interoperability with IoT based Knowledge Graphs in Industry 4.0

  21. Comparison of Survey papers on Semantic IoT to expose the role of Semantic Interoperability

  22. Exploring Digital Twin Models based on Knowledge Graphs

  23. Exploring the role of Semantic IoT in different domains

Reviews

  1. Exploring the Semantic IoT

Tetiana Shestakevych

Comparisons

  1. Information and communication technologies (ICT) in communication of hearing-impaired personsfalse

  2. How to use corpus linguistics approach to improve educational content for students of foreign language

  3. On building a sign language corpus (dictionary)

  4. Information and communication technologies (ICT) in the education of deaf persons: what else

  5. Improving the qualifications of employees working with students with special needs

  6. Teaching routes in classes with diverse students

  7. Analysis of the main characteristics of an educational project peculiarities

  8. Screening of the papers presented at Artificial Intelligence Section at Computer Science and Information Technologies CSIT 2022 conference

  9. Challenges of online learning for deaf and hearing‑impaired students

  10. Open-access information on Ukrainian international projects

  11. Innovations in heritage preservation

  12. Historical illustrations as a basis of VR technolofy

  13. Investigating application of Web Content Accessibility Guidelines for higher institutions websites

  14. Web content accessibility for non-HEI websites

Reviews

  1. Web content accessibility evaluation as a tool of inclusion