alexandre rigal, dario rodighiero, loup cellard - … trajectories.pdf · alexandre rigal, dario...

About Trajectories

1

Alexandre Rigal, Dario Rodighiero, Loup Cellard

DHLAB / CHÔROS / CEAT, EPFL

DIGITAL HUMANITIES CONFERENCE, Krakow 13 July 2016

Summary of the presentation

- Information Visualization + Digital Humanities

- Trajectories

- DHLAB Trajectories

- DH Community Trajectories

- What we can see

- Conclusions

2

Information Visualization + Digital Humanities

3

Paul Klee, drawing of the human heartfrom Visual Thinking by Rudolf Arnheim, 1969

4

Heart = Visualization Circulation = Information


5

1. reading

3. feedback

3. data

4. design

2. understanding

Trajectories

6

Network limits

- first, network relations are not sufficient to analyse complexity;

- second, networks do not distinguish between the qualitative differences of represented entities.

7

Proposal

- first, trajectory represents not only distances, but also durations;

- second, trajectory shows how a singular entity moves, through its evolutions in time.

8

Marcel Duchamp, Nude Descending a Staircase, 1912

9

Umberto Boccioni, Spiral Expansion of Muscles in Action, 1913

10

Etienne-Jules Marey

11

Tilted plane, 60-degree angle, fourth and last version of the smoke machine equipped with 57 channels, Etienne-Jules Marey, 1901

12

DHLAB Trajectories

13

DH Community Trajectories

18

http://dhlab-epfl.github.io/Trajectories/

DH2014

19

Design by Dario Rodighiero � DHLAB � EPFL

A. Charles Muller

Aaron Louis Plasek

Aaron Mathew Mauro

Aaron Plasek

Aaron Quigley

Adam Farquhar

Adi Hajj-Ahmad

Adiel Ben-Shalom

Adrian Leemann

Agiatis Benardou

Ainsley Sutherland

Aja Teehan

Akihiro Kawase

Alaa Abi Haidar

Alastair Dunning

Alberto Campagnolo

Aleksandra Pawliczek

Alessandro Marchetti

Aletta Leipold

Alex GilAlex Hawker

Alex Kinnaman

Alexander Christie

Alexander Czmiel

Alexander Meyer

Alexander O'Connor

Alexandra Trachsel

Alexandre Wenger

Alexei Lavrentiev

Alexey Maslov

Ali Fenlon

Alice Keller

Alice Rio

Alicia Peaker

Alison Booth

Alistair Baron

Allen E Tullos

Allen Riddell

Alwyn Davidson

Amelia Sanz

Amir Zeldes

Amnon Ta-Shma

Amy Earhart

Amy Papaelias

Ana María Guzmán

Anabel Quan-Haase

Anas Fahad Khan

Anastasia Bonch-Osmolovskaya

Andrae Muys

André Gießler

André Kilchenmann

Andrea Mazzei

Andrea Thomer

Andreas Henrich

Andreas van Cranenburgh

Andreas Wassmer

Andrew Goldstone

Andrew Hankinson

Andrew Hardie

Andrew Kahn

Andrew MacDonald

Andy Bevan

Angel David Nieves

Angela Jordan

Angelika Storrer

Angelo Mario Del Grosso

Anita Law

Anke Lüdeling

Ann Gow

Anna Bohn

Anna Pytlowany

Annelen Brunner

Annette Geßner

Annette Hautli-Janisz

Anouk Lang

Anshul Gupta

Anthony Durity

Anton Raymund duPlessis

Antonio Cruces-Rodríguez

Antonio Lamarra

Apostolos Antonacopoulos

Arianna Ciula

Asanobu Kitamoto

Ashanka Kumari

Ashley Clarkson

Aurélien Berra

Ayaka Uesaka

Ayush Shrestha

Barbara Bordalejo

Bastian Entrup

Bauman Syd

Beate Hofmann

Beatrice Alex

Ben Miller

Ben Vershbow

Benjamin Bohl

Benjamin Eliot Klein

Benjamin J. Doyle

Bernard Hours

Beth Plale

Bethany Anderson

Bethany Nowviskie

Boris Capitanu

Boris Orekhov

Brent Nelson

Brenton Sullivan

Brett Barney

Brian Aitken

Brian Croxall

Brian Greenspan

Brian Johnsrud

Brian Norberg

Brian Pytlik Zillig

Bronwyn Coate

Bruce Herbert

Bryan Tarpley

Burak Pak

C. M. Sperberg-McQueen

C.J. Rupp

Çar Çöltekin

Caitlin Christian-Lamb

Caleb Derven

Carine Lallemand

Carl Stahmer

Carlo Meghini

Carlos Pallan

Carmen Klaussner

Carmen McCue

Caro Pinto

Carola Westermeier

Carolin Odebrecht

Carolina Ferrer

Caroline Sporleder

Caroline T. Schroeder

Carrie C. Heitman

Carson Logan

Caterina Bernardini

Cécile Armand

Chandler Warren

Chao-lin Liu

Charles Crowther

Charles van den Heuvel

Charlotte Butez

Charlotte Tupman

Cheng-Wei Lin

Chia-Hsuan Chung

Chiara Bonacchi

Chiara Di Pietro

Chiara Pasini

Chong-U Lim

Chris Alen Sula

Chris Bourg

Chris Donaldson

Chris Forstall

Chris Mellish

Christian Kay

Christian Pölitz

Christian Rohrdantz

Christian Stein

Christian Wittern

Christof Schöch

Christoph Draxler

Christopher Long

Christopher Ohge

Christopher Prom

Christopher W. Forstall

Chun-Wen Chen

Ciula Arianna

Claire Clivaz

Claire Wallace

Claire Warwick

Claire-Charlotte Butez

Clara I. Martínez

Clarisse Bardiot

Claudia Niederée

Claudia Savina Bianchini

Claus Huitfeldt

Clémence Andréys

Clemens Neudecker

Clifford E. Wulfman

Clovis Gladstone

Colin Arrowsmith

Colleen Fallaw

Constance Crompton

Corina Koolen

Costis Dallas

Courtney Lawton

Craig Goodere

Craig Macnamara

Craig Willis

Cristina Vertan

Croce Vincenzo

Cyril Bornet

D. Fox Harrell

Daniel A. Keim

Daniel Alves

Daniel Edward John Pett

Daniel Gatica-Perez

Daniel James Powell

Daniel O'Donnell

Daniel Paul O'Donnell

Daniel Pett

Daren Mueller

Dauvit Broun

David Beel

David Bouvier

David Brown

David Hoover

David L. Hoover

David McClure

David Michael Brown

David Mimno

David Robey

David Smith

David Tcheng

Dean Rehberger

Deb Verhoeven

Debora Marques de Matos

Deborah Van der Plaat

Deirdre Quinn

Demmy Verbeke

Dennis Zielke

Desiree Dighton

Desiree Gonzalez

Devon Elliott

Diane Katherine Jakacki

Diego Magro

Djamel Ferhod

Dominic Forest

Dominic Kao

Donna Gabaccia

Dorji Wangchuk

Dorothy Carr Porter

Dotty J Dye

Doug Emery

Doug Oard

Doug Reside

Douglas Boyd

Drayton Callen Benner

Dustin Elias Grue

Dustin Smith

Dylan Nagel

Eden Shalom Erez

Edgar Roman Rangel

Edith Gwendolyn Nally

Edward Slingerland

Elena Gonzalez-Blanco

Elena González-Blanco

Elena Pierazzo

Elijah Meeks

Elika Ortega

Elisabeth Steiner

Elise Walther

Eliza Papaki

Elizabeth Cornell

Elizabeth Grumbach

Elizabeth Hopwood

Elizabeth Losh

Elizabeth M Grumbach

Elizabeth M Lorang

Elizabeth Maddock Dillon

Elke Teich

Elli Mylonas

Ellysa Stern Cahoy

Elton Barker

Elton T. E. Barker

Elvira Locuratolo

Emily Franzini

Emmanuel Chateau

Erhard Hinrichs

Eric Poitras

Eric Rochester

Erik Champion

Erik Harloff

Ernesto Peña

Ernesto Priani

Ernesto Priani Saisó

Ernesto Priego

Evanthia Dimara

Ève Paquette-Bigras

Evelyn Gius

Everardo Reyes-Garcia

Fabio Ciotti

Fabio Vitali

Fabrizio Borgia

Federico Boschetti

Felix Lange

Florentina Armaselu

Fotis Jannidis

Francesca Tomasi

Francesco Beretta

Francesco Nucci

Franciska de Jong

Frank Binder

Frank Queens

Fraser Dallachy

Fred Tappenden

Frédéric Allemand

Frédéric Kaplan

Frederik Baumgardt

Frederik Elwert

Fredrik Palm

Gabriel Bodard

Gabriele Rossi Rognoni

Gabrielle Kirilloff

Gary Priestnall

Gaurav Kejriwal

Gavin Bannerman

Gemma Webster

Geoff Roeder

Geoffrey Rockwell

Geoffroy Noel

Geoffroy Noël

Georg Vogeler

George Kuriakose ThiruvathukalGerlinde Schneider

Gertjan Filarski

Ghislain Sillaume

Giancarlo Buomprisco

Giuseppe Celano

Glenn Roe

Grace Thomas

Graham Alexander Sack

Grant Wythoff

Gregory R. Crane

Greta Franzini

Guan-tao Jin

Gunter Vasold

Hannah Kermes

Hanno Biber

Harvey Quamen

Hayco de Jong

Heather Zwicker

Heike Neuroth

Henning Lobin

Henriette Partzsch

Herman Teule

Hieke Huistra

Hugh A G Houghton

Hugh Cayless

Hugh Craig

Hui Su

Ian Gregory

Ian Milligan

Ian R. Johnson

Ibrahim Almajai

Ichiro Fujinaga

Idan Dershowitz

Ines Schiller

Ingrid Hove

Ingrida Vosylit

Iris Sun

Isabel Galina

Isabel Galina Russell

Isabel Micheel

Isolde Teufel

Ivan Subotic

Izabella Pluta

J.D. Porter

Jaap Verheul

Jacob Dahl

Jacob Eisenstein

Jacob Heil

Jacqueline Hettel

Jakub Benes

James Baker

James Chartrand

James Christopher O'Sullivan

James Creel

James Cummings

James Egan

James Gawley

James Joel Coltrain

James O'Sullivan

James Wehrwein

James William Baker

Jamie Folsom

Jamie Norrish

Jan Christoph Meister

Jan Rybicki

Jane Hunter

Janet Thomas Simons

Janette Seuffert

Janina Gosseye

Janina Jacke

Jannik Strötgen

Jasminko Novak

Jason Lipshin

Javier de la Rosa

Javier Garcia Moron

Javiera Atenas

Jean Anderson

Jean Ann Bauer

Jean-Gabriel Ganascia

Jean-Marc Leblanc

Jean-Marc Odobez

Jean-Paul Fourmentraux

Jean-Philippe Goldman

Jennifer Guiliano

Jennifer Olive

Jennifer Windsor

Jennifer Wolfe

Jenny Kirsten Ataoguz

Jentery Sayers

Jeremy Boggs

Jérôme Jacquin

Jesse Stommel

Jia-Ming Day

Jieh Hsiang

Jill Belli

Jim Clifford

Jim McGrath

Jimmy Lin

Joachim Berger

Joan Fragasy Troyano

Joan Fragaszy Troyano

Joanna Elizabeth Swafford

Jody Perkins

Joe Bailey

Joerg Wettlaufer

Johan Verbeke

Johanna Drucker

Johannes Thomann

John Bradley

John Christopher Theibault

John Edward Simpson

John Franch

John Joseph Montague

John Keating

John Lynch

John Macarthur

John Nerbonne

John Noecker Jr

John Resig

John Seberger

John Simpson

Jon Cawthorne

Jonathan Blumtritt

Jonathan Pearce Reeve

Jonny Sensenbaugh

Jörg Ritter

Joris Job Van Zundert

José Francisco Barrón

Jose Luis Moreno

José Pino-Díaz

Joseph Lunde

Joshgun Sirajzade

Juan Luis Suárez

Juan Luis Súarez

Jui-sung Yang

Julia Flanders

Julia Kenny

Julia Ritter

Julianne Nyhan

Julie Beth Napolin

Julie Gonnering Lein

Jürgen Knauth

Justin Schell

Justin Tackett

Justin Tonra

Jyi-Shane Liu

Kaisa Kulasalu

Kari Kraus

Karin Gross

Karina van Dalen-Oskam

Karl Grossner

Katarzyna Bazarnik

Katayoun TorabiKatharina Holzinger

Katharina Lorenz

Katharine Coles

Katharine Faith Lawrence

Katharine Louise Kelland

Katherine Bode

Katherine Mary Faull

Kathleen Smith

Kathrin Nühlen

Kathryn Tanigawa

Kathryn Tomasek

Katrina Fenlon

Keisuke Koguchi

Keith Maycock

Kelly McElroy

Kelsey Rubin-Detlev

Kemman Max

Kenro Aihara

Kerri Grimaldi

Kerstin BischoffKerstin Brückweh

Kevin Bradley Kee

Kim Johanna Jautze

Kim Martin

Kimberly Ann Tedrow

King Davis

Kirk Quinsland

Kiyonori Nagasaki

Koichi Yasuoka

Konnor Clark

Kristina Fink

Kurt E Fendt

Kurt Fendt

Lars Wieneke

Laura C Mandell

Laura Dimmit

Laura Eidem

Laura Estill

Laura Mandell

Laura Miller

Laura Molloy

Lauren F. Klein

Lauren Tilton

Laurent Bolli

Laurent Pugin

Laurent Romary

Leen-Kiat Soh

Leif Isaksen

Leo Havemann

Leo Konstantelos

Lev Manovich

Levente Seláf

Liam Andrew

Lídia Oliveira

lihua Chen

Lior Wolf

Lisa Rhody

Lisa Spiro

Loredana Versienti

Lorena Regattieri

Loretta Auvil

Lorna Hughes

Luciano Frizzera

Luis Meneses

Luise Borek

Lukas Georgieff

Lukas Rosenthaler

Lynne Siemens

Maarten Hoogerwerf

Maayan Zhitomirsky-Geffet

Maciej Eder

Makoto Ohura

Manfred Thaller

Mara R Wade

Marc Alexander

Marc Melenhorst

Marc Wilhelm Küster

Marc-Antoine Nuessli

Marcello Vitali Rosati

Marco Antonio Godinez

Marco Petris

Marco Tagliasacchi

Marcus Pöckelmann

Mareike Hoeckendorff

Mari Sarv

María Carmen Marín Pina

Maria Clara Paixão de Sousa

Maria De Marsico

María Dolores Martos

María Dolores Martos Pérez

María Gimena Del Río

María Isabel Hidalgo Urbaneja

Maria Kraxenberger

Marie Giltner Saldaña

Marie Pérès

Marie-José Kolly

Marilena Lazzaro

Marilyn Deegan

Marion Lamé

Mark Algee-Hewitt

Mark Andrew Algee-Hewitt

Mark Depauw

Mark Finlayson

Mark Fisher

Mark Wolff

Marras Cristina

Marten Düring

Martijn Kleppe

Martin Andert

Martin Fechner

Martin Sievers

Martin Unold

Martin Wynne

Martina Semlak

Mary Caton Lingold

Maryam Foradi

Masahiro Hori

Masahiro Shimoda

Masakatsu Murakami

Matilda Watson

Mats Ulrik Malm

Matteo Romanello

Matthew Aaron Munson

Matthew Bouchard

Matthew Christy

Matthew Gilchrist

Matthew Gold

Matthew Hammond

Matthew Handelman

Matthew J Christy

Matthew Jockers

Matthew Munson

Maura Ives

Maureen Engel

Maurizio Lana

Max Kemman

Meagan Wilson

Megan Sellmer

Megan Senseney

Mélanie Fournier

Meredith MartinMia Ridge

Michael Alan Cade-Stewart

Michael B. Toth

Michael Beißwenger

Michael Brundin

Michael Eberle-Sinatra

Michael Lee Widner

Michael Muthukrishna

Michael Rocchio

Michael Sperberg-Mcqueen

Michael Stolz

Michela Tardella

Michiel Thijssen

Miguel Vieira

Mikal Brotnov Eckstrom

Mike Heffernan

Mike Kestemont

Milena Radzikowska

Milica Knezevi

Min Wu

Minao Kukita

Miriah Meyer

Miriam Butt

Mirjam Blümm

Mirko Tavoni

Mitchell Paul Ogden

Miyuki Nishio

Monica Berti

Monica Brown

Monika Salzbrunn

Montserrat Prats Lopez

Myung-Ja Han

Nachum Dershowitz

Nadine Phillips Adelaar

Nadja Radtke

Nam Khanh Tran

Nandita Dutta

Naoki Yamazaki

Natalia Caldas

Natalia Ermolaev

Natalie M Houston

Nataša Bulatovi

Natsumi Yamashita

Nella Porqueddu

Nephelie Chatzidiakou

Nicholas John Hayward

Nicholas Thély

Nicholas van Orden

Nicolas E. Gold

Niels-Oliver Walkowski

Nieves Baranda Leturio

Nikolai Grube

Nikolaos Arvanitopoulos Darginis

Nikolaos Beer

Nina McCurdy

Noah Bubenhofer

Noah Gene Peterson

Nuno Freire

Nuria Rodríguez-Ortega

Oliver Streiter

Olliver Dyens

Orla Murphy

Orna Almogi

Osamu Imahayashi

Ouafae Nahli

Owain Roberts

Øyvind Eide

Pablo Gervas

Padmini Ray Murray

Padraic Stack

Panos Constantopoulos

Paola Andriani

Pat Galloway

Patrice Lopez

Patricia Murrieta-Flores

Patrick Juola

Patrick Sahle

Pau de Soto

Paul Caton

Paul Hjartarson

Paul Matthew Gooding

Paul McCann

Paul Molitor

Paul Rayson

Paul Spence

Penny Johnston

Peter Anthony Stokes

Peter Birke

Peter Boot

Peter Fankhauser

Peter Fornaro

Peter Leonard

Peter M. Broadwell

Peter Organisciak

Peter R. Fornaro

Peter Schirmbacher

Petr Pridal

Piero Fraternali

Pierre Vernus

Purdom Lindblad

Qing-feng Liu

Quinn Dombrowski

R. Douglas Emery

Rachael Hamilton

Rachel Schnepper

Rachele Sprugnoli

Radu Suciu

Rafael Alvarado

Rafael Bailón-Moreno

Raffaele Masotti

Rainer Simon

Rebecca Ankenbrand

Rebecca Barr

Rebecca Rouse

Ricardo Gutierrez-Osuna

Ricardo L. Punzalan Punzalan

Richard Furuta

RIchard Lawrence Edwards

Robert C.H. Sweeny

Robert Carvais

Robert Kolatzek

Robert Morrissey

Roberto Rosselli Del Turco

Robyn Sullivan

Roeland Ordelman

Rolf Fredheim

Ronald Dekker

Roni Shweka

Roopika Risam

Rory Solomon

Roxanne Shirazi

Rudolf Gschwind

Ruth Knechtel

Ryan Chartier

Ryan Heuser

Ryan Olivieri

Sabine Süsstrunk

Sally Chambers

Samantha Rayner

Samia Pedraça

Sander Wubben

Sara B. Sikes

Sara Schulthess

Sara Tonelli

Sarah Potvin

Satoshi Inoue

Sayan Bhattacharyya

Scott Bailey

Scott Brian Reed

Scott Kleinman

Scott Piao

Séamus Lawless

Sebastian Rahtz

Sebastian Sulger

Segolene Tarte

Sergej Zerr

Séverine Gedzelman

Shawn Day

Shay Rojansky

Sibylle Söring

Silvia Gutierrez

Silvio Peroni

Simon Fuller

Simon Ganahl

Simon Mahony

Simon Mastrangelo

Simon Rowberry

Simona Stoyanova

Simone Kronenwett

Sinai Rusinek

Smiljana Antonijevic

Stan Ruecker

Stef Scagliola

Stefan Andreas Keller

Stefan Buedenbender

Stefan Dumont

Stefan Funk

Stefan Jänicke

Stefan Schmunk

Stefan Sinclair

Stéfan Sinclair

Stefanie Dipper

Stella Dee

Stéphane Couture

Stephane Marchand-Maillet

Stephanie Westcott

Stephen Downie

Steven Krauwer

Steven L. MacCall

Stewart Brookes

Stuart Dunn

Su-Chu Hsu

Susan Brown

Susan Perdue

Susan Schreibman

Susanne Fertmann

Susumu Hayashi

Suzan van Dijk

Sven Wortmann

Syd Bauman

Sylvain Boschetto

Sylwia Kösser

Taizo Yamada

Takafumi Suzuki

Takako Hashimoto

Tanya Clement

Tanya Llewellyn

Tara Andrews

Taro Ichimura

Taylor Arnold

Ted Underwood

Teresa Dobson

The INKE Team

Thomas Bartz

Thomas Bögel

Thomas Burch

Thomas CrombezThomas Keegan

Thomas Krause

Thomas Lombardi

Thomas Padilla

Thomas Selig

Thomas Zastrow

Thorsten Trippel

Tiemen Cocquyt

Tim Krones

Timothy Cole

Timothy Compeau

Timothy De Paepe

Timothy Duguid

Timothy R. Tangherlini

Timothy W. Cole

Tina Bögel

Tobias Gradl

Tobias Ott

Tobias Schweizer

Toby Nicolas Burrows

Todd Samuelson

Toine Pieters

Toma Tasovac

Tomás Ó Murchú

Tomer Hasid

Tomohiko Morioka

Tomoji Tabata

Toniesha Taylor

Tony Borries

Toru Tomabechi

Toshinobu Ogiso

Tracy Popp

Travis Brown

Trevor Borg

Trevor Muñoz

Ubbo Veentjer

Unmil Karadkar

Uta Hinrichs

Valentin Gold

Valentina Bartalesi

Valentine CharlesValeria Vitale

Valerie C. Burton

Vania Baldi

Vinayak Das Gupta

Vinodh Rajan

Vivian Lewis

Vivien Friedrich

Volker Dellwo

Walter J. Scheirer

Walter Scholger

Wayne Graham

Wei-Yun Chiu

Wen-huei Cheng

Wen-Hung Liao

Wendy Anderson

Wendy Kurtz

Whitney Trettien

Wiebke Wiede

Wilhelm Ott

Will Dean

Willeke Wendrich

William J. Turkel

Wolfgang Lukas

Worthy Martin

Wyn Kelley

Xavier Gradoux

Xuemao Wang

Yaacov Choueka

Yannick Rochat

Ylva Schwinghammer

Ynon Wygoda

Yoann Goudin

Yoko Nishimura

Yoshihiro Nikaido

Yukari Shirota

Yuta Hashimoto

Yves Marcoux

Zach Coble

Zachary Schoenberger


DH2014, Lausanne

20


21

Design by Dario Rodighiero � DHLAB � EPFL

A. Charles Muller

Aaron Louis Plasek

Aaron Mathew Mauro

Aaron Plasek

Aaron Quigley

Adam Farquhar

Adi Hajj-Ahmad

Adiel Ben-Shalom

Adrian Leemann

Agiatis Benardou

Ainsley Sutherland

Aja Teehan

Akihiro Kawase

Alaa Abi Haidar

Alastair Dunning

Alberto Campagnolo

Aleksandra Pawliczek

Alessandro Marchetti

Aletta Leipold

Alex GilAlex Hawker

Alex Kinnaman

Alexander Christie

Alexander Czmiel

Alexander Meyer

Alexander O'Connor

Alexandra Trachsel

Alexandre Wenger

Alexei Lavrentiev

Alexey Maslov

Ali Fenlon

Alice Keller

Alice Rio

Alicia Peaker

Alison Booth

Alistair Baron

Allen E Tullos

Allen Riddell

Alwyn Davidson

Amelia Sanz

Amir Zeldes

Amnon Ta-Shma

Amy Earhart

Amy Papaelias

Ana María Guzmán

Anabel Quan-Haase

Anas Fahad Khan

Anastasia Bonch-Osmolovskaya

Andrae Muys

André Gießler

André Kilchenmann

Andrea Mazzei

Andrea Thomer

Andreas Henrich

Andreas van Cranenburgh

Andreas Wassmer

Andrew Goldstone

Andrew Hankinson

Andrew Hardie

Andrew Kahn

Andrew MacDonald

Andy Bevan

Angel David Nieves

Angela Jordan

Angelika Storrer

Angelo Mario Del Grosso

Anita Law

Anke Lüdeling

Ann Gow

Anna Bohn

Anna Pytlowany

Annelen Brunner

Annette Geßner

Annette Hautli-Janisz

Anouk Lang

Anshul Gupta

Anthony Durity

Anton Raymund duPlessis

Antonio Cruces-Rodríguez

Antonio Lamarra

Apostolos Antonacopoulos

Arianna Ciula

Asanobu Kitamoto

Ashanka Kumari

Ashley Clarkson

Aurélien Berra

Ayaka Uesaka

Ayush Shrestha

Barbara Bordalejo

Bastian Entrup

Bauman Syd

Beate Hofmann

Beatrice Alex

Ben Miller

Ben Vershbow

Benjamin Bohl

Benjamin Eliot Klein

Benjamin J. Doyle

Bernard Hours

Beth Plale

Bethany Anderson

Bethany Nowviskie

Boris Capitanu

Boris Orekhov

Brent Nelson

Brenton Sullivan

Brett Barney

Brian Aitken

Brian Croxall

Brian Greenspan

Brian Johnsrud

Brian Norberg

Brian Pytlik Zillig

Bronwyn Coate

Bruce Herbert

Bryan Tarpley

Burak Pak

C. M. Sperberg-McQueen

C.J. Rupp

Çar Çöltekin

Caitlin Christian-Lamb

Caleb Derven

Carine Lallemand

Carl Stahmer

Carlo Meghini

Carlos Pallan

Carmen Klaussner

Carmen McCue

Caro Pinto

Carola Westermeier

Carolin Odebrecht

Carolina Ferrer

Caroline Sporleder

Caroline T. Schroeder

Carrie C. Heitman

Carson Logan

Caterina Bernardini

Cécile Armand

Chandler Warren

Chao-lin Liu

Charles Crowther

Charles van den Heuvel

Charlotte Butez

Charlotte Tupman

Cheng-Wei Lin

Chia-Hsuan Chung

Chiara Bonacchi

Chiara Di Pietro

Chiara Pasini

Chong-U Lim

Chris Alen Sula

Chris Bourg

Chris Donaldson

Chris Forstall

Chris Mellish

Christian Kay

Christian Pölitz

Christian Rohrdantz

Christian Stein

Christian Wittern

Christof Schöch

Christoph Draxler

Christopher Long

Christopher Ohge

Christopher Prom

Christopher W. Forstall

Chun-Wen Chen

Ciula Arianna

Claire Clivaz

Claire Wallace

Claire Warwick

Claire-Charlotte Butez

Clara I. Martínez

Clarisse Bardiot

Claudia Niederée

Claudia Savina Bianchini

Claus Huitfeldt

Clémence Andréys

Clemens Neudecker

Clifford E. Wulfman

Clovis Gladstone

Colin Arrowsmith

Colleen Fallaw

Constance Crompton

Corina Koolen

Costis Dallas

Courtney Lawton

Craig Goodere

Craig Macnamara

Craig Willis

Cristina Vertan

Croce Vincenzo

Cyril Bornet

D. Fox Harrell

Daniel A. Keim

Daniel Alves

Daniel Edward John Pett

Daniel Gatica-Perez

Daniel James Powell

Daniel O'Donnell

Daniel Paul O'Donnell

Daniel Pett

Daren Mueller

Dauvit Broun

David Beel

David Bouvier

David Brown

David Hoover

David L. Hoover

David McClure

David Michael Brown

David Mimno

David Robey

David Smith

David Tcheng

Dean Rehberger

Deb Verhoeven

Debora Marques de Matos

Deborah Van der Plaat

Deirdre Quinn

Demmy Verbeke

Dennis Zielke

Desiree Dighton

Desiree Gonzalez

Devon Elliott

Diane Katherine Jakacki

Diego Magro

Djamel Ferhod

Dominic Forest

Dominic Kao

Donna Gabaccia

Dorji Wangchuk

Dorothy Carr Porter

Dotty J Dye

Doug Emery

Doug Oard

Doug Reside

Douglas Boyd

Drayton Callen Benner

Dustin Elias Grue

Dustin Smith

Dylan Nagel

Eden Shalom Erez

Edgar Roman Rangel

Edith Gwendolyn Nally

Edward Slingerland

Elena Gonzalez-Blanco

Elena González-Blanco

Elena Pierazzo

Elijah Meeks

Elika Ortega

Elisabeth Steiner

Elise Walther

Eliza Papaki

Elizabeth Cornell

Elizabeth Grumbach

Elizabeth Hopwood

Elizabeth Losh

Elizabeth M Grumbach

Elizabeth M Lorang

Elizabeth Maddock Dillon

Elke Teich

Elli Mylonas

Ellysa Stern Cahoy

Elton Barker

Elton T. E. Barker

Elvira Locuratolo

Emily Franzini

Emmanuel Chateau

Erhard Hinrichs

Eric Poitras

Eric Rochester

Erik Champion

Erik Harloff

Ernesto Peña

Ernesto Priani

Ernesto Priani Saisó

Ernesto Priego

Evanthia Dimara

Ève Paquette-Bigras

Evelyn Gius

Everardo Reyes-Garcia

Fabio Ciotti

Fabio Vitali

Fabrizio Borgia

Federico Boschetti

Felix Lange

Florentina Armaselu

Fotis Jannidis

Francesca Tomasi

Francesco Beretta

Francesco Nucci

Franciska de Jong

Frank Binder

Frank Queens

Fraser Dallachy

Fred Tappenden

Frédéric Allemand

Frédéric Kaplan

Frederik Baumgardt

Frederik Elwert

Fredrik Palm

Gabriel Bodard

Gabriele Rossi Rognoni

Gabrielle Kirilloff

Gary Priestnall

Gaurav Kejriwal

Gavin Bannerman

Gemma Webster

Geoff Roeder

Geoffrey Rockwell

Geoffroy Noel

Geoffroy Noël

Georg Vogeler

George Kuriakose ThiruvathukalGerlinde Schneider

Gertjan Filarski

Ghislain Sillaume

Giancarlo Buomprisco

Giuseppe Celano

Glenn Roe

Grace Thomas

Graham Alexander Sack

Grant Wythoff

Gregory R. Crane

Greta Franzini

Guan-tao Jin

Gunter Vasold

Hannah Kermes

Hanno Biber

Harvey Quamen

Hayco de Jong

Heather Zwicker

Heike Neuroth

Henning Lobin

Henriette Partzsch

Herman Teule

Hieke Huistra

Hugh A G Houghton

Hugh Cayless

Hugh Craig

Hui Su

Ian Gregory

Ian Milligan

Ian R. Johnson

Ibrahim Almajai

Ichiro Fujinaga

Idan Dershowitz

Ines Schiller

Ingrid Hove

Ingrida Vosylit

Iris Sun

Isabel Galina

Isabel Galina Russell

Isabel Micheel

Isolde Teufel

Ivan Subotic

Izabella Pluta

J.D. Porter

Jaap Verheul

Jacob Dahl

Jacob Eisenstein

Jacob Heil

Jacqueline Hettel

Jakub Benes

James Baker

James Chartrand

James Christopher O'Sullivan

James Creel

James Cummings

James Egan

James Gawley

James Joel Coltrain

James O'Sullivan

James Wehrwein

James William Baker

Jamie Folsom

Jamie Norrish

Jan Christoph Meister

Jan Rybicki

Jane Hunter

Janet Thomas Simons

Janette Seuffert

Janina Gosseye

Janina Jacke

Jannik Strötgen

Jasminko Novak

Jason Lipshin

Javier de la Rosa

Javier Garcia Moron

Javiera Atenas

Jean Anderson

Jean Ann Bauer

Jean-Gabriel Ganascia

Jean-Marc Leblanc

Jean-Marc Odobez

Jean-Paul Fourmentraux

Jean-Philippe Goldman

Jennifer Guiliano

Jennifer Olive

Jennifer Windsor

Jennifer Wolfe

Jenny Kirsten Ataoguz

Jentery Sayers

Jeremy Boggs

Jérôme Jacquin

Jesse Stommel

Jia-Ming Day

Jieh Hsiang

Jill Belli

Jim Clifford

Jim McGrath

Jimmy Lin

Joachim Berger

Joan Fragasy Troyano

Joan Fragaszy Troyano

Joanna Elizabeth Swafford

Jody Perkins

Joe Bailey

Joerg Wettlaufer

Johan Verbeke

Johanna Drucker

Johannes Thomann

John Bradley

John Christopher Theibault

John Edward Simpson

John Franch

John Joseph Montague

John Keating

John Lynch

John Macarthur

John Nerbonne

John Noecker Jr

John Resig

John Seberger

John Simpson

Jon Cawthorne

Jonathan Blumtritt

Jonathan Pearce Reeve

Jonny Sensenbaugh

Jörg Ritter

Joris Job Van Zundert

José Francisco Barrón

Jose Luis Moreno

José Pino-Díaz

Joseph Lunde

Joshgun Sirajzade

Juan Luis Suárez

Juan Luis Súarez

Jui-sung Yang

Julia Flanders

Julia Kenny

Julia Ritter

Julianne Nyhan

Julie Beth Napolin

Julie Gonnering Lein

Jürgen Knauth

Justin Schell

Justin Tackett

Justin Tonra

Jyi-Shane Liu

Kaisa Kulasalu

Kari Kraus

Karin Gross

Karina van Dalen-Oskam

Karl Grossner

Katarzyna Bazarnik

Katayoun TorabiKatharina Holzinger

Katharina Lorenz

Katharine Coles

Katharine Faith Lawrence

Katharine Louise Kelland

Katherine Bode

Katherine Mary Faull

Kathleen Smith

Kathrin Nühlen

Kathryn Tanigawa

Kathryn Tomasek

Katrina Fenlon

Keisuke Koguchi

Keith Maycock

Kelly McElroy

Kelsey Rubin-Detlev

Kemman Max

Kenro Aihara

Kerri Grimaldi

Kerstin BischoffKerstin Brückweh

Kevin Bradley Kee

Kim Johanna Jautze

Kim Martin

Kimberly Ann Tedrow

King Davis

Kirk Quinsland

Kiyonori Nagasaki

Koichi Yasuoka

Konnor Clark

Kristina Fink

Kurt E Fendt

Kurt Fendt

Lars Wieneke

Laura C Mandell

Laura Dimmit

Laura Eidem

Laura Estill

Laura Mandell

Laura Miller

Laura Molloy

Lauren F. Klein

Lauren Tilton

Laurent Bolli

Laurent Pugin

Laurent Romary

Leen-Kiat Soh

Leif Isaksen

Leo Havemann

Leo Konstantelos

Lev Manovich

Levente Seláf

Liam Andrew

Lídia Oliveira

lihua Chen

Lior Wolf

Lisa Rhody

Lisa Spiro

Loredana Versienti

Lorena Regattieri

Loretta Auvil

Lorna Hughes

Luciano Frizzera

Luis Meneses

Luise Borek

Lukas Georgieff

Lukas Rosenthaler

Lynne Siemens

Maarten Hoogerwerf

Maayan Zhitomirsky-Geffet

Maciej Eder

Makoto Ohura

Manfred Thaller

Mara R Wade

Marc Alexander

Marc Melenhorst

Marc Wilhelm Küster

Marc-Antoine Nuessli

Marcello Vitali Rosati

Marco Antonio Godinez

Marco Petris

Marco Tagliasacchi

Marcus Pöckelmann

Mareike Hoeckendorff

Mari Sarv

María Carmen Marín Pina

Maria Clara Paixão de Sousa

Maria De Marsico

María Dolores Martos

María Dolores Martos Pérez

María Gimena Del Río

María Isabel Hidalgo Urbaneja

Maria Kraxenberger

Marie Giltner Saldaña

Marie Pérès

Marie-José Kolly

Marilena Lazzaro

Marilyn Deegan

Marion Lamé

Mark Algee-Hewitt

Mark Andrew Algee-Hewitt

Mark Depauw

Mark Finlayson

Mark Fisher

Mark Wolff

Marras Cristina

Marten Düring

Martijn Kleppe

Martin Andert

Martin Fechner

Martin Sievers

Martin Unold

Martin Wynne

Martina Semlak

Mary Caton Lingold

Maryam Foradi

Masahiro Hori

Masahiro Shimoda

Masakatsu Murakami

Matilda Watson

Mats Ulrik Malm

Matteo Romanello

Matthew Aaron Munson

Matthew Bouchard

Matthew Christy

Matthew Gilchrist

Matthew Gold

Matthew Hammond

Matthew Handelman

Matthew J Christy

Matthew Jockers

Matthew Munson

Maura Ives

Maureen Engel

Maurizio Lana

Max Kemman

Meagan Wilson

Megan Sellmer

Megan Senseney

Mélanie Fournier

Meredith MartinMia Ridge

Michael Alan Cade-Stewart

Michael B. Toth

Michael Beißwenger

Michael Brundin

Michael Eberle-Sinatra

Michael Lee Widner

Michael Muthukrishna

Michael Rocchio

Michael Sperberg-Mcqueen

Michael Stolz

Michela Tardella

Michiel Thijssen

Miguel Vieira

Mikal Brotnov Eckstrom

Mike Heffernan

Mike Kestemont

Milena Radzikowska

Milica Knezevi

Min Wu

Minao Kukita

Miriah Meyer

Miriam Butt

Mirjam Blümm

Mirko Tavoni

Mitchell Paul Ogden

Miyuki Nishio

Monica Berti

Monica Brown

Monika Salzbrunn

Montserrat Prats Lopez

Myung-Ja Han

Nachum Dershowitz

Nadine Phillips Adelaar

Nadja Radtke

Nam Khanh Tran

Nandita Dutta

Naoki Yamazaki

Natalia Caldas

Natalia Ermolaev

Natalie M Houston

Nataša Bulatovi

Natsumi Yamashita

Nella Porqueddu

Nephelie Chatzidiakou

Nicholas John Hayward

Nicholas Thély

Nicholas van Orden

Nicolas E. Gold

Niels-Oliver Walkowski

Nieves Baranda Leturio

Nikolai Grube

Nikolaos Arvanitopoulos Darginis

Nikolaos Beer

Nina McCurdy

Noah Bubenhofer

Noah Gene Peterson

Nuno Freire

Nuria Rodríguez-Ortega

Oliver Streiter

Olliver Dyens

Orla Murphy

Orna Almogi

Osamu Imahayashi

Ouafae Nahli

Owain Roberts

Øyvind Eide

Pablo Gervas

Padmini Ray Murray

Padraic Stack

Panos Constantopoulos

Paola Andriani

Pat Galloway

Patrice Lopez

Patricia Murrieta-Flores

Patrick Juola

Patrick Sahle

Pau de Soto

Paul Caton

Paul Hjartarson

Paul Matthew Gooding

Paul McCann

Paul Molitor

Paul Rayson

Paul Spence

Penny Johnston

Peter Anthony Stokes

Peter Birke

Peter Boot

Peter Fankhauser

Peter Fornaro

Peter Leonard

Peter M. Broadwell

Peter Organisciak

Peter R. Fornaro

Peter Schirmbacher

Petr Pridal

Piero Fraternali

Pierre Vernus

Purdom Lindblad

Qing-feng Liu

Quinn Dombrowski

R. Douglas Emery

Rachael Hamilton

Rachel Schnepper

Rachele Sprugnoli

Radu Suciu

Rafael Alvarado

Rafael Bailón-Moreno

Raffaele Masotti

Rainer Simon

Rebecca Ankenbrand

Rebecca Barr

Rebecca Rouse

Ricardo Gutierrez-Osuna

Ricardo L. Punzalan Punzalan

Richard Furuta

RIchard Lawrence Edwards

Robert C.H. Sweeny

Robert Carvais

Robert Kolatzek

Robert Morrissey

Roberto Rosselli Del Turco

Robyn Sullivan

Roeland Ordelman

Rolf Fredheim

Ronald Dekker

Roni Shweka

Roopika Risam

Rory Solomon

Roxanne Shirazi

Rudolf Gschwind

Ruth Knechtel

Ryan Chartier

Ryan Heuser

Ryan Olivieri

Sabine Süsstrunk

Sally Chambers

Samantha Rayner

Samia Pedraça

Sander Wubben

Sara B. Sikes

Sara Schulthess

Sara Tonelli

Sarah Potvin

Satoshi Inoue

Sayan Bhattacharyya

Scott Bailey

Scott Brian Reed

Scott Kleinman

Scott Piao

Séamus Lawless

Sebastian Rahtz

Sebastian Sulger

Segolene Tarte

Sergej Zerr

Séverine Gedzelman

Shawn Day

Shay Rojansky

Sibylle Söring

Silvia Gutierrez

Silvio Peroni

Simon Fuller

Simon Ganahl

Simon Mahony

Simon Mastrangelo

Simon Rowberry

Simona Stoyanova

Simone Kronenwett

Sinai Rusinek

Smiljana Antonijevic

Stan Ruecker

Stef Scagliola

Stefan Andreas Keller

Stefan Buedenbender

Stefan Dumont

Stefan Funk

Stefan Jänicke

Stefan Schmunk

Stefan Sinclair

Stéfan Sinclair

Stefanie Dipper

Stella Dee

Stéphane Couture

Stephane Marchand-Maillet

Stephanie Westcott

Stephen Downie

Steven Krauwer

Steven L. MacCall

Stewart Brookes

Stuart Dunn

Su-Chu Hsu

Susan Brown

Susan Perdue

Susan Schreibman

Susanne Fertmann

Susumu Hayashi

Suzan van Dijk

Sven Wortmann

Syd Bauman

Sylvain Boschetto

Sylwia Kösser

Taizo Yamada

Takafumi Suzuki

Takako Hashimoto

Tanya Clement

Tanya Llewellyn

Tara Andrews

Taro Ichimura

Taylor Arnold

Ted Underwood

Teresa Dobson

The INKE Team

Thomas Bartz

Thomas Bögel

Thomas Burch

Thomas CrombezThomas Keegan

Thomas Krause

Thomas Lombardi

Thomas Padilla

Thomas Selig

Thomas Zastrow

Thorsten Trippel

Tiemen Cocquyt

Tim Krones

Timothy Cole

Timothy Compeau

Timothy De Paepe

Timothy Duguid

Timothy R. Tangherlini

Timothy W. Cole

Tina Bögel

Tobias Gradl

Tobias Ott

Tobias Schweizer

Toby Nicolas Burrows

Todd Samuelson

Toine Pieters

Toma Tasovac

Tomás Ó Murchú

Tomer Hasid

Tomohiko Morioka

Tomoji Tabata

Toniesha Taylor

Tony Borries

Toru Tomabechi

Toshinobu Ogiso

Tracy Popp

Travis Brown

Trevor Borg

Trevor Muñoz

Ubbo Veentjer

Unmil Karadkar

Uta Hinrichs

Valentin Gold

Valentina Bartalesi

Valentine CharlesValeria Vitale

Valerie C. Burton

Vania Baldi

Vinayak Das Gupta

Vinodh Rajan

Vivian Lewis

Vivien Friedrich

Volker Dellwo

Walter J. Scheirer

Walter Scholger

Wayne Graham

Wei-Yun Chiu

Wen-huei Cheng

Wen-Hung Liao

Wendy Anderson

Wendy Kurtz

Whitney Trettien

Wiebke Wiede

Wilhelm Ott

Will Dean

Willeke Wendrich

William J. Turkel

Wolfgang Lukas

Worthy Martin

Wyn Kelley

Xavier Gradoux

Xuemao Wang

Yaacov Choueka

Yannick Rochat

Ylva Schwinghammer

Ynon Wygoda

Yoann Goudin

Yoko Nishimura

Yoshihiro Nikaido

Yukari Shirota

Yuta Hashimoto

Yves Marcoux

Zach Coble

Zachary Schoenberger


DH2014 in Switzerland

22


DH2013 in USA, DH2014 in Switzerland, and DH2015 in Australia – three independent networks http://dhlab-epfl.github.io/Trajectories/

23


DH2013 in USA, DH2014 in Switzerland, and DH2015 in Australia – all trajectories http://dhlab-epfl.github.io/Trajectories/

24


DH2013 in USA, DH2014 in Switzerland, and DH2015 in Australia – all trajectories, detail http://dhlab-epfl.github.io/Trajectories/

25


What we can see

26


New scholars

27


Old Scholars

28


Scholars who attended all conferences

29


Papers of new attendees

30


Papers of new and old attendees

31


Conclusion

32


33

1. reading

3. feedback

3. data

4. design

2. understanding

END

34

Dario Rodighiero

alexandre rigal, dario rodighiero, loup cellard - … trajectories.pdf · alexandre rigal, dario...

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