Published on March 4, 2014
Cura0ng Tes0mony: a design-‐based partnership in crea0ng digital environment for human rights remembrance, educa0on, and research Stories Ma+er database -‐ an Example of Digital Cura3on Eﬀort in Oral History Research Community 14-‐03-‐04 1
Patterns & Knowledge: Discover Categories Cluster Model Rules.. Visualization Data Mining/Natural Language Processing Data Our Technical Solu-on Exploration and Analysis End Users New Perception Knowledge Interactive Graphs and Images Interac-ve Data/Informa-on Visualiza-on Adjust and Refine the visualization and data mining strategy Our Par-cipatory Design Approach …
Par0cipatory Design Approach • Ini0al design mee0ngs – Introduc0on of visual analy0cs (example, deﬁni0on) 14-‐03-‐04 3
Par0cipatory Design Approach • Ini0al design mee0ngs – Interpreta0on of Stories MaKer structure 14-‐03-‐04 4
Par0cipatory Design Approach • Ini0al design mee0ngs – Three Design Ideas Project 1 U3 U4 U1 Project 2 Project 4 Project 3 Project 6 Project 5 U2 U5 14-‐03-‐04 5
CKM: Clock-based Keyphrases Map
Automa0c Keyphrases Extrac0on • Keyphrases Extrac0on Algorithm (KEA) – TF & IDF and First Occurrence as two main features – Naïve Bayes as the discrimina0ve model • Ra0onales for KEA: – Start point – Computa0onal eﬀec0ve and eﬃcient – A ﬂexible framework for future extension and reﬁnement
Data source management • Automatical Keyphrases Extraction KEA Training Generating Training Data Training data Keyphrases Map Visualization Generating Model Model KEA predicting Text data preprocessing Generate Testing Data Testing Data Data Entry Top rank keyphrases Key phrases GMLs Stories Matter Database Data Entry Extracting time, people, location, etc Visualization graphs Visual Entities Metadata extraction Interactions and new knowledge from users Characteristics
YouTube Demo: search for “Clock-‐based Map” hKp://www.youtube.com/watch?v=5Yy1xCjC-‐Hk
Informa-on Retrieval Pa+ern Iden-ﬁca-on Cura-ng Tes-mony – a Digital Environment for Human Rights Remembrance, Educa-on, and research Informa-on Sharing Collabora-on Support Our Methodology: Design-‐based partnership; Par-cipatory Design
Cura0ng Tes0mony: a design-‐based partnership in crea0ng digital environment for human rights remembrance, educa0on, and research – Team: • Universi0es: – Concordia University, Centre for Oral History and Digital Storytelling (Stories MaKer database) – Western University, Human-‐Informa0on Interac0on Lab, Department of Computer Science • Non-‐Proﬁts: – Page Rwanda (www.pagerwanda.ca) – Hablacentro (www.hablacentro.com) Languages of the Curated Tes0mony: English, French, Spanish
Acknowledgement • SSHRC “Digging into Data” grant (2011) • Research team: Yan Luo, Steven High
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