Visualizing symmetric square matrices with rainbow boxes: methods and application to character co-occurrence matrices in literary texts

التفاصيل البيبلوغرافية
العنوان: Visualizing symmetric square matrices with rainbow boxes: methods and application to character co-occurrence matrices in literary texts
المؤلفون: Lamy, Jean-Baptiste
المساهمون: Laboratoire d'Informatique Médicale et Ingénierie des Connaissances en e-Santé (LIMICS), Université Paris 13 (UP13)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)
المصدر: International Conference Information Visualisation (iV) ; https://hal.science/hal-01849813 ; International Conference Information Visualisation (iV), Jul 2018, Salerno, Italy
بيانات النشر: HAL CCSD
سنة النشر: 2018
المجموعة: Université Paris 13: HAL
مصطلحات موضوعية: Knowledge visualization, matrix visualization, overlapping set visualization, digital humanities, symmetric square matrix, distant reading, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR], [INFO.INFO-GL]Computer Science [cs]/General Literature [cs.GL]
جغرافية الموضوع: Salerno, Italy
الوصف: International audience ; A symmetric square matrix is a type of dataset frequently found in various domains. An example is character co-occurrence matrices in digital humanities. However, the visualization of these matrices is difficult. In this paper, we propose a method for visualizing symmetric square matrices, by transforming a matrix into overlapping sets, and then by visualizing these overlapping sets using rainbow boxes, a recent set visualization technique. We apply this method to the visualization of character matrices in novels, using two datasets: a small one (21 characters) and a large one (80 characters). We show that this visualization allows the finding of several insights. Finally, we discuss the advantages and drawbacks of this method, and we compare it to other approaches in the literature.
نوع الوثيقة: conference object
اللغة: English
Relation: hal-01849813; https://hal.science/hal-01849813; https://hal.science/hal-01849813/document; https://hal.science/hal-01849813/file/iv2018_2.pdf
الاتاحة: https://hal.science/hal-01849813
https://hal.science/hal-01849813/document
https://hal.science/hal-01849813/file/iv2018_2.pdf
Rights: info:eu-repo/semantics/OpenAccess
رقم الانضمام: edsbas.5C257223
قاعدة البيانات: BASE