Welcome! My name is Agnese and I am a PhD Candidate in the College of Information Sciences and Technology (IST) at Penn State University, working under the supervision of Dr. Prasenjit Mitra.

I am broadly interested in how to Extract Knowledge from diverse (multimedial) data sources, in ways that support Information Retrieval, and further Acquisition and Exchange, as new Knowledge is accumulated. Lately, I have been appreciating the fun of tackling these areas for Robotic applications.

Research

I am currently a Research Assistant at the Knowledge Media Institute (the Open University, UK), working on object detection and recognition from Robot-collected RGB and depth data, to ultimately map semantic concepts in space within a context-enriched Knowledge Base.

For the first two years of my PhD, I have worked with Dr. Lee Giles (IST) and Dr. Nilam Ram (Human Development and Family Studies) on the Screenomics project, a collaboration with the Department of Communication at Stanford University. My work has been focused on implementing a Cloud-based infrastructure for text extraction and retrieval from digital screenshots.

Publications

Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles. Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. In Proceedings of the 33rd ACM/SIGAPP Symposium on Applied Computing (SAC 2018). Pau, France. April 9-13, 2018.

Agnese Chiatti, Xiao Yang, Miriam Brinberg, Mu Jung Cho, Anupriya Gagneja, Nilam Ram, Byron Reeves, C. Lee Giles. Text Extraction from Smartphone Screenshots to Archive in situ Media Behavior. In Proceedings of the 9th International Conference on Knowledge Capture (K-CAP 2017). Austin, TX, USA. December 4-6, 2017.

Jian Wu, Sagnik Ray Choudhury, Agnese Chiatti, Chen Liang, C. Lee Giles. HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2017). 241- 244. Toronto, ON, Canada, June 19-23, 2017.

Agnese Chiatti, Zlatan Dragisic, Tania Cerquitelli and Patrick Lambrix. Reducing the search space in ontology alignment using clustering techniques and topic identification. In Proceedings of the 8th International Conference on Knowledge Capture (K-CAP 2015). Palisades, NY, USA, October 7-10, 2015.

CV

My complete CV (as of October 2018) can be found here.