Lecture

Digital Humanities at Scale

Graph Chat

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Description

This lecture explores the advancements in Digital Humanities from 2012 to 2032, focusing on the Time Machine project and the use of deep learning technologies for analyzing large-scale historical documents. It discusses the joint efforts between the DHLAB and the Bibliothèque nationale de France, the development of 'deep readers' for digitized documents, and the creation of a linguistic simulator for understanding linguistic evolution. The lecture also covers the challenges and progress in transcribing handwritten texts, building information graphs, and simulating historical events in a spatiotemporal context.

Official source

Related concepts (32)

Transcription (biology)

Transcription is the process of copying a segment of DNA into RNA. The segments of DNA transcribed into RNA molecules that can encode proteins are said to produce messenger RNA (mRNA). Other segments of DNA are copied into RNA molecules called non-coding RNAs (ncRNAs). mRNA comprises only 1–3% of total RNA samples. Less than 2% of the human genome can be transcribed into mRNA (Human genome#Coding vs. noncoding DNA), while at least 80% of mammalian genomic DNA can be actively transcribed (in one or more types of cells), with the majority of this 80% considered to be ncRNA.

Graph theory

In mathematics, graph theory is the study of graphs, which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of vertices (also called nodes or points) which are connected by edges (also called links or lines). A distinction is made between undirected graphs, where edges link two vertices symmetrically, and directed graphs, where edges link two vertices asymmetrically. Graphs are one of the principal objects of study in discrete mathematics.

Transcription factor

In molecular biology, a transcription factor (TF) (or sequence-specific DNA-binding factor) is a protein that controls the rate of transcription of genetic information from DNA to messenger RNA, by binding to a specific DNA sequence. The function of TFs is to regulate—turn on and off—genes in order to make sure that they are expressed in the desired cells at the right time and in the right amount throughout the life of the cell and the organism.

Random graph

In mathematics, random graph is the general term to refer to probability distributions over graphs. Random graphs may be described simply by a probability distribution, or by a random process which generates them. The theory of random graphs lies at the intersection between graph theory and probability theory. From a mathematical perspective, random graphs are used to answer questions about the properties of typical graphs.

Graph coloring

In graph theory, graph coloring is a special case of graph labeling; it is an assignment of labels traditionally called "colors" to elements of a graph subject to certain constraints. In its simplest form, it is a way of coloring the vertices of a graph such that no two adjacent vertices are of the same color; this is called a vertex coloring. Similarly, an edge coloring assigns a color to each edge so that no two adjacent edges are of the same color, and a face coloring of a planar graph assigns a color to each face or region so that no two faces that share a boundary have the same color.

Related lectures (64)

Prokaryotic Transcription: Operons and Sigma Factors

Explores prokaryotic transcription, operons, sigma factors, gene regulation, and DNA loops in bacteria.

Gene Regulation: Transcription Mechanisms and Chromatin Accessibility MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Explores gene regulation through transcription mechanisms and chromatin accessibility, emphasizing the importance of transcription factors and gene regulatory networks.

Eukaryotic Transcription: Initiation and Elongation

Explores eukaryotic transcription initiation, elongation, and gene regulation complexity.

Fixed Points in Graph Theory

Focuses on fixed points in graph theory and their implications in algorithms and analysis.

Protein Production: Engineering Bacteria for Protein Synthesis