Nurturing Design Science with Humanistic Knowledge !PhD Course at Politecnico di Milano, 26 June 2014

DH2014 Dario Rodighiero, DHLAB

1. Authors and Keywords in one network

2. Authors and Keywords split in two networks

3. Authors network

4. Authors network with labels

5. Authors hubs

6. Authors islands

7. Keywords network

ComponentsHierarchyDigital divideLinguistic divideDisaster Victims ReliefEast Japan Great EarthquakeEbooksEPub 3.0Language archivingLanguage documentationLogical structure of transcriptionSemantics of markupSeam carvingText line extractionIntertextualityScreencastNumérisation du patrimoineSoftware analysisImmersive InteractionVerbal artThreshold-based line segmentationSpace and timeVideo in the wildDigital classicsText re-useAgreement between ontologiesCollaborative ontology evaluationConsensual ontologyOntology matching and integrationAlt-scholarshipPerformanceAudioguidageCultural and digital mediationAudiovisual AnalysisCultural AnalyticsDigital AnnotationInstructional Technology

Best practices

Case study

Guidelines

Online tools

Bible Visualization

Graph Layout Design

Text variant graphs

Textual Criticism

Computational Analysis

R

STYLEMETRICS

Willa Cather

Computational philology

Logical modelsCorpus comparisonLinguistic variationMacroanalysisMicroanalysis

Crítica Textual

Hiperedição

Philology Writers Archive

Digital born archive materialDigital forensicsTextual geneticsThomas Kling

Digitial Humanities Visualization

Exhibition FacilityElectronic editionMotifHandwritten document transcriptionPrivacy-sensitive transcription

Information visualization

Method and tools

Media visualization

News corpora

Text Files

Extralinguistic Signification

K-Rad

Mobile communication

GeoreferencingLocative Media

Webapp

Medical humanities

Online curation

Textual scholarship

Modern manuscripts

Scholarly digital edition

Trajectories

Musical Instruments

Real-time GuidanceSpatial Relations

Round Table Discussion

Source Analysis

Woodcut print

Web Archiving

ASCII

Character Substitution Convergence

Culture

Digital museum

HTML5

Genetic criticism

Hybrid edition

History of MusicMuseum Guide

Interdisciplinary Discussion

Medieval Studies

Swiss German dialects

Users' voice profile

Animated art

Computer Animation

Virtual reconstructions

Interactive Installation

Matsu

Women's writing

XBRL

Low Countries

Theatre history

Physical collation

Student Scholarship

Document images

Knowledge Representation

Semantic Network

Tang and Song dynasties

Zotero

Saikaku Ihara

LIWC

Physical landscape model

Workset Creation

XSLT

Scène

Tenure and promotion

Phylogenetic analysis

Wolfram von Eschenbach's Parzival State

Text modeling

Tree structure

Crowdsourcing data

Mobile App

Motion sensor

Taiwan folk culture

WebProtégé

Tagged corpus

Text representation

Tool development

Word-class system

Persons

Sign Language

Informatics

Notation

Ergonomics

Représentation des connaissances

Restitution archéologique

Texométre

Historical Thesaurus of English

History of english

Lexical overlap Lexicology

Semantic change

Medieval manuscripts

Palimpsests

Virtual laboratories

Digital Resources

Web Logs

Fellowship

Methods

Digital Dante Alighieri Encyclopedia

Digital Libraries

Unity

Text network analysis

Text summarisation

Tradition orale

Intellectual history

Leishu

Obsolescence

Openness

Spanish literature

Customization

Paratexts

Toponyms

Single-page application

SPA

SkillsTraining

Typesetting

Text collation

TXSTEP

Visual culture

Woodblock

Cultural transfer

Identity formation

Newspaper repositories

Public discourse

Public media

Semantic text mining

TexcavatorUnited States

Scansion

Interactive indexing

Story labeling

Marginalia

Melville

Authorship problem

Japanese early modern literatures

World history

Style

Sound archive

SpokenWeb

XVIII century art

Spanish America

Spanish and Portuguese

SylvaDB

Symmetry

IRC Conversations

Software Design

Lexicography

Support verb constructions

Clustering

Literary appreciation

Multimodal composition

Website

Silk Road

Interpretation of mapsNon-textual source

Web 2.0

Undergraduate education

3D printing

Laser scanning

Semantic Drift

Transformation

Web application

Spatial humanities

Writing

German

Jewish

Quotes

Rosenzweig

Work

MARC

Renaissance studies

Emblem

HathiTrust

Web framework

NER

WissKI

Redes científicas

Sistemas de Conocimiento

Social culture and knowledge

Text Mining

Humanism

Projet

Workforce development

Recherche

Robotique

Digital cultural empowerment

Digital multi-text editions

Sibling/CompatriotSovereignty

Textual

Visual

Public Scholarship

Videogames

Handwritten text

Image markup

Resource sharing

Tool building

Tacit knowledge

Thesauri

Pragmatic modelling

Theoria cum Praxis

Memory

Shakespeare

Voice

Comparable corpora

Historical documents

Cultural institution

Historical research

PlaceTemporal modelingTime

Timelines

CIDOC

DH Community

Globalisation

Multilingual

Historical corpora

Repository

Chinese Studies

MeCab

Language technology

Research infrastructure

Collaborative platform

E-learning

Digital prosopography

EpiDoc

Computational models

Historical Persons

Linguistic annotation

Markup

Document editing

Ethics

Hmong

OCR

Exploratory data analysis

Gender

Program development

Race

Cultural critique

Cultural gap

Economic gap

Global Outlook::Digital Humanities

Digital geography

Events

Network-building

OWL

Economic history

RDF

Computer modeling

Corpus

Art historical edition

Artists notebooks

Association processes

Genetic editionsSemantic annotation

Semantics

Cinema

Data linking

Audience

Castle of Perseverance

History of Science

Cultural Preservation

Digital access

Curriculum

Digitisation

Ancient Egypt

Architecture

Critical database

Digital mapping

Digitizing

Narrative

Textual zoomXML-TEI

Digital preservation

Evidential value

Scientific archives

Sociology of science

Japanese novels

Perspectives

Random forests

Digital Preservation

Electronic Literature

Diversity

Software development

Digital heuristic

Interpretation

James Joyce

Latin literature

Literary Genre

Literary history

Logistic Regression

Validation

Building

Cluster Analysis

Coding

Community outreach

Digital art history

History of Art

History of Digital Art

Institutional criticism

Drama

Early modern studies

Knowledge Engineering

Network analysis

Cloud

Encoding

Hate speech

Lexical cohesion

Systemic functional linguistics

Text

Dehumanisation

Geoparsing

Fuzzy data

Object relational database

Etymology

Linguistics

Magazines

Named entities

Intelligent search

Medieval documents

Theology

Curriculum development

Digital curation

Editing

Greek

Collaborative

Critical editions

Europeana

Incompleteness

Metadata correction

Open Source

American studies

Geospatial

Early New High German

Hyphenation

Lemmatization

Syllabification

Transactions

Facial recognition

Image matching

Multimodal

NYPL

Dance

Ensemble

English

Form

Meter

Novels

Knowledge extraction

Stéphane Mallarmé

Classification

Folklore

Discourse analysisEncyclopédie

Russian media

Digital palaeography

Image annotation

Handwriting

Palaeography

Posthumous works

Quantitative analysis

Scripts

Writing system

Relational database

Religion

E-texts

Idioms

International Collaboration

Lexicon

DickensDissemination of DH

Computatonal methods

Corpora

Geographical text analysis

Geography

Description

Fiction

Information extraction

Methodology

Archival theory

Derrida

Communication

Facebook

NeatlineReception study

Metadata standards

Entity linking Face recognition

Facial attractiveness

Graph Database

Interdisciplinarity

International community

Scholarly primitives

Terminology

Literary canonNaive literature

Curation

Data analysis

Depictions of race

Face perception

Beauty

Casta painting

Computer mediated communication

Corpus-based linguistics

Data Mining

Hackers Communities

Computational Models of Narrative

Formalism and Structuralism”

Active authentication

Computer security

Psychological profiling

Psychometrics

Image analysis

Journalism

Formal methods

Grants

Indexing

Media archaeology

Semantic tagging

DispositifDocumentary

Literary Fiction

Mapping

Making

Sacred

Transliteration

Minimal computing

Modernism

Medieval literature

Reusability

Program Design

Re-Skilling and Training

Social justice

Sociology

Theory

Usability

Digital work environment

Print edition

Data criticism

Historical GIS

Formal data modelling

Historiography

Design Empowerment

Participation

Digital historical atlas

Digital History

Location

Maps

InternetSearch

Narratology

Speech

Thought Writing representation

Russia

TEI XML

Speech processing

Newspaper verse

Maya hieroglyphics

Platform

Social networking

Easter 1916

TEI Encoding

Novelistic genres

Site-specificity

Virtual reality

Vocation

Historical Texts

Natural language processing

Qualitative data

Secondary analysis

Co-occurrence

Historical Languages

User experience

Data sharing

Spatial

Happiness

Positive psychology

Quantified self

Sentiment Analysis

Tombstones

DocumentationTaiwan

Scholarship

Preservation

Web archiving

GLAMInstitutions

Spatial analysis

Critical thinking

Instruction

Manuscript studies

Human-machine Interaction

History of the book

Library catalog data

Digital collation

Image Processing

Old French

Fluid text theory

Latent information

Library science

Textual transmission

Process dataProcess management

Pastiche

Stephen Ramsay

Virginia Woolf

Digital Research Infrastructure

EHRI

Europeana Cloud

Impact

NeDiMAH

Open

Pathway

Research

Revenue model

Storage

Research Data and Technical Infrastructure

Teaching and research

Versioning

Virtual research environments

Audiovisual material

Content-based image retrieval

Early Geospatial Documents

Linked Open Data

Digital edition

Digital publishing

Parliamentary debates

Radio bulletins

Natural lighting effects

Church decoration

Medieval

Media history

Project design

Breaking

Critical Analysis

Digital scholarship

Organizational capacityScholarly communication

Stop words

User needs

Workflow

Islamic

Middle East

Localization

Pattern recognition

Metrics

MySQL

Repertoire

Verse

Neostructuralism

Peer-reviewing

Venice

Maritime routes

Metainformation

MOOC

Peer-grading

Grading Historical databases

Droit

Teaching

Prosody

Historical lingusticsHistory of linguistics

Digital Scholarly Communication

Journal

Museums

Open Peer Review

Philosophy

Plato

Cultural artefacts

India

Urban simulation

Digitalisation

Computer Vision

Image Search

Literary interpretation

Speculative humanities

Animation

Deformance

Leaves of GrassWalt Whitman

Saints

MIT

RecommendationsEdition

Music

Typeface

Serendipity

Tool design

Local studies

History of philosophy

Knowledge organization

Reasoning

Semantic processing

Distributed computing

Experimental literature

Elegy

Phonemes

Post-structuralism

Concordance

Key word in context

KWICSearch results

Oulipo

Potential criticism

Queneau Syntax

Standards

Digital archiving

Enriched publication

User Requirements

Orphaned worksTeaching methods

Longitudinal study

Physical and digital environmentsReading

Literary Canon

Scale

Social networks

Software-development

Research data

Spatial history

NumismaticsWeb portal

Dispositif hybride

Formation supérieure

Oralité

TIC

Digital Maps

Visualization

Multiplicity

Text analysis

Corpus studies

Morphological analysisOld Japanese

TEI

Non-profits

XML

Definition

Model

Graphical editor

Graphical User Interface

Students

Transcription

Digging into data

Human rights data analysis

Rhythm

Text mining

Enlightenment studies

Topic modeling

Agent Based Modeling

Artificial IntelligenceCognitive science

Cultural Evolution

Faculty-student collaboration

Identity James PattersonRolling Delta

Assessment Canon

Centers

Comparing editions

Book history

Computational

Data exploration

Design

Co-op

Institutional support

Enjambment

Poetics

Genre classification

Humanistic

Infographics

Interface

Bible

Cairo Genizah

Cochran-Mantel-Haenszel test

Inexact Quotations

Jigsaw puzzlesJoins

Manuscripts

Muslims websites

Naïve Bayes

Orthography

Sparse features

Tibetan texts

Named entity recognition

Play

Unsupervised machine learning

Word disambiguation

Content archive

Social media

Ekphrasis

Mallet

Poetry

Programming

Beslan

Chechnya

Genre

Machine Learning

Dickens' Style

Stylometry

HBCU

Pedagogy

Online

Reconstruction

Sources

Undergraduate

Information infrastructure Sound

Accounting documents

Digital scholarly edition

Altmetrics

Licensing

French DramaLinked Data

Arabic

Papyrology

Medieval legal charters

Prosopography

Android

Computer vision

Multimodal data

Newspapers

Historical thinking

Multimedia

Anthropology

Archaeology

Assignment design

Crowdsourcing

Antiquity

Coptic

Buddhism

Egypt

Chick lit

Literature

Augmented reality

Public history

Programs

TheatreConferencing

Education

Historical financial records

MigrationRepresentation

Video

Analytics

Big data

Archiving

Barcode

Best Practices

Christian Arabic literature

Content

Infrastructure

Analysis

API

3D

Annotation

Document

Modeling

E-books

Provenance

Reception

Transcultural approach

Unhyphenation

Unsyllabification

Verifiable

Web service

Computational narrative

Data visualization

Omeka

Outreach

Page images

Post-processing

Graphs

Letters

Open linked data

Software

Data curation

Scholarly editing

Pre-processing

PrecomputationScholarly edition

Social edition

Computational stylistics

Flann O'Brien

Data

Humanities Data Center

Resources

Sustainability

Historical texts

History of science

Mémoire

Semantic web

3D modeling

Archaeoastronomy

Actor–network theory

Analysis of associated words

Archival Research

Critical theory

Association rules

Data mining

Absence

Collaboration

Caribbean studies

Lab

Journals

Open access

Creation

Digital

Framework

Kiln

Project Management

Publishing

AgencyAlt-ac

Data curation education

Data Modelling

Ancestral Nation/Fatherland

Digital Humanities

Cultural

Networks

Ajax

Archives

3D visualization

Archaeological reconstruction

Community heritage

Cultural Heritage

Born digital material

Digital Archives

Digital humanities data curation

Institutional structures

European Integration Studies

Legal documents

Text encoding

Text interpretation

Algorithmic criticism

Authorship Attribution

Ancient Greek

Close reading

Algorithms

Art

Correcting text

Diagnosis

Desktop fabrication

Forensics

Geospatial humanitiesGlobal DH

Humanities research habits

Information discovery

Libraries

Locative media

Bibliography

Early modern europe

Ethnography

Local

Literary studies

Oral history

Algorithmic analysis

Distant reading

Architectural history

GIS

Photography

Statistical analysis

Argumentativity

Deliberation

Community DiscourseCultural studies

DH pedagogy

Electronic provision IPR

Epigraphy

Historical sciences

New TestamentOpen data

Crosswalks

Data Federation

Generic SearchInformation Retrieval

Hackathon

Interoperability

Language processing tools

Language resources

Database management

Database modelling

Burst detection

Corpus linguistics

Dataspaces

Historical linguistics

Conceptual modelling

Graph structure

Language

Metaphor

Author right

Copyright

Classroom

Digital pedagogy

ARIADNE

DARIAH

Interface design

User studies

American literature

Bibliometrics

Crowdfunding

History

Digital tools

Discovery

Integration

Tool

Anonymous

Attribution

Cather

Correspondence

Arthur Schnitzler

Content Management System

Editorial Workflow

European History

Gephi

Metadata

Automated annotation

Database

Avant-garde

Corpus research

Book viewers

Digital collections

Dialogue

Digital infrastructures Digital methods

Digital research methods

Community building

DH Centers

Interdisciplinary collaboration

Long-term access

Digital cultural heritage

Empowerment

Long-term preservation

Ontology

8. Keywords network with labels

9. Keywords hubs

10. Keywords hubs

11. Keywords hubs

12. Keywords hubs

13. Keywords islands

14. Keywords islands