Gestural Interaction with Spatiotemporal Linked Open Data

Post on 26-Jun-2015

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Exploring complex spatiotemporal data can be very challenging for non-experts. Recently, gestural interaction has emerged as a promising option, which has been successfully applied to various domains, including simple map control. In this paper, we investigate whether gestures can be used to enable non-experts to explore and understand complex spatiotemporal phenomena. In this case study we made use of large amounts of Linked Open Data about the deforestation of the Brazilian Amazon Rainforest and related ecological, economical and social factors. The results of our study indicate that people of all ages can easily learn gestures and successfully use them to explore the visualized and aggregated spatiotemporal data about the Brazilian Amazon Rainforest.

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Team: Thomas Bartoschek, Gerald Pape,

Jim Jones, Christian Kray, Tomi Kauppinen

Gestural Interaction with Spatiotemporal Linked Open Data

FOSS4G. Nottingham, England.

jim.jones@uni-muenster.de

Name: Jim Jones

The Author

Thomas Bartoschek

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“Dear Jim,

You lucky son of * *****! You’re going to substitute me in Nottingham at FOSS4G.

Best,Thomas ”

Name: Jim Jones

Agenda

•Motivation•Quick Introduction to Linked Open Data

•Application•Dataset Creation•Gesture-based Approach•Approach Evaluation

•Conclusion•Future Work

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Name: Jim Jones

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Name: Jim Jones

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Name: Jim Jones

Deforestation decreasing...

2004: 27.423 km²2012: 4.571 km²(Awesome!)

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Known Issues

Data produced queued for analysis (Huge amounts)

Hard to visualize

Hard to correlate the produced data with external variables.

Name: Jim Jones

Motivation

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•How to efficiently correlate the deforestation phenomena with external variables?

•How to effectively communicate it to the population?

Name: Jim Jones

Triangle of Sustainability● Wissenschaft Interaktiv

2012 (Interactive Science)

● Awarded with €10k for developing the project

● 4 weeks for development!

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Linked Open Data!

Name: Jim Jones

What is Linked Data?(In 2 minutes)

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Name: Jim Jones

The Web

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• Awesome Discoverability!

• But just for humans :(

Name: Jim Jones

Semantics

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?The forbidden fruit

Xxx xxxx x xxxx xxx xxxxXxx xxxxxxx xx x x xxxxxxxx.

Cheers,-God

● What is the article about?● Who is the author?● What is inside the picture?● Where, when and by whom was the picture taken?● ...

Name: Jim Jones

Linked Open Data

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“linked open data describes a method of publishing structured data so that it can be interlinked and become more useful.”

Raw Data now!

Name: Jim Jones

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ID 1(Uniquely Identified)

ID 5

ID 3

ID 4ID 2

ID 6

Name: Jim Jones

Some benefits of Linked Open Data

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• Attaches meaning to data• Allows efficient thematic searches (e.g. person, company, city,

book, etc.)

• Links different kinds of datasets making the WORLD a single big repository!

• Private data and public data can be mixed, enabling companies and individuals to make better decisions and generate innovations.

My Repository

Name: Jim Jones

Creating Dataset...

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Deforestation

• Soybeans Crops• Cattle• GDP• Population• Brazilian Municipalities' Area

• Download data from IBGE Servers• Create Triples

Name: Jim Jones

Dataset

Vocabularies• Time and Space Core Vocabulary (TISC)• Open Linked Amazon Vocabulary (OLA)

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Spatiotemporal Dataset

● Aggregated in grid cells of 25km x 25km

● Time-series 2004 - 2009

Name: Jim Jones

Motivation (Recap...)

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•How to efficiently correlate the deforestation phenomena with external variables?

•How to effectively communicate it to the population?

Gestural Interaction with Virtual Globes!

Name: Jim Jones

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Name: Jim Jones

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Name: Jim Jones

Gestures

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pan zoom in / out time travel

Name: Jim Jones

Video ( +1 minute)

http://www.youtube.com/watch?v=Jjzj84R1Tgc

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Name: Jim Jones

Evaluating the Approach

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Name: Jim Jones

Evaluation Procedure and Material

•5- 8 Minutes usage

•Questionnaire with 28 questions in two groups:

•1 group: demographic information •e.g. gender, age, primary hand, familiarity with gesture control

interfaces

•2 group: Task Load (NASA TLX – Task Load Index). Rating how well gestures and map actions fit together, from 0 to 20.

•e.g. In which scale you define the mental or physical workload for the gestures?

•No reward!

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Name: Jim Jones

Test Group

•Participants: 43•28 male•15 female

•Youngest : 10•Oldest: 59

•Left handed: 7•Right handed: 36

•Familiarity with gesture-based interfaces:

•Familiar: 19•Unfamiliar: 24

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Name: Jim Jones

ResultsGestural Interaction with Spatiotemporal Linked

Open Data25

Name: Jim Jones

Observations

•Most participants reported the gestures as mentally challenging in the first minutes

•Older people found the system very accessible, particularly when compared with their first time using a mouse.

•User recognition gets considerably affected when bystanders are ‘seen’ by the Kinect sensor.

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Name: Jim Jones

Software

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Virtual Globe (UI)

LOD Processing

Gestures (Kinect)

https://github.com/giatschool/triangle-of-sustainability

Name: Jim Jones

Hardware

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Name: Jim Jones

Triangle on Tour!

• SBPC Science Fair•Recife (August, 2013)

•KIT-Alumini Club Seminar•Recife (September,2013)

• GeoCamp•Campos do Jordao (November, 2013)

• Ecogerma•Belém (November, 2013)

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Name: Jim Jones

Conclusion•The triangle provides an attractive and easy to use solution for

displaying spatiotemporal LOD.

•It has a high acceptance in class-rooms (Already presented in many German schools)

•Participants were able to learn how to use 3 gestures without excessive workload.

•Linked Data offers a good bases for efficiently connecting deforestation data with external variables.

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Name: Jim Jones

Future Work

•Improve registration gestures•Inefficient when more than one person is in front of the sensor

•Try different Kinect frameworks.

•Enable registration by children (short people)•Minimum arm length problem.

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Name: Jim Jones

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Name: Jim Jones

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Muito obrigado.Danke Schön.

Kiitos.Dziękuję bardzo.

Thank you!