SlideShare a Scribd company logo
1 of 21
Download to read offline
Exploring the New Trends of Chinese
Tourists in Switzerland
Zhan Liu, Anne Le Calvé, Nicole Glassey Balet
Institute of Information Systems
University of Applied Sciences and Arts Western Switzerland
HES-SO Valais-Wallis, Sierre, Switzerland
65th AIEST Conference
23 – 27 August 2015, Lijiang, China
OVERVIEW
• Who Are We ?
• Motivation and Objectives
• Research Design and Methodology
• Main Challenges
WHO ARE WE ?
WHO ARE WE ?
• 80 staff members
– 22 Professors
– 18 Research scientists
– 29 Research assistants
– 11 Administrative collaborators
and interns
• 92 scientific publications
• 343 projects (2014)
• CHF 7,44 millions (Turnover
in 2014)
90%
10%
Ra&D
Consultancy
services
CORE COMPETENCIES
eHealtheEnergy
BPM
Cloud Computing
Data Intelligence
Ergonomy, Usability
Intelligent Agents
Internet of Things
Medical Information
Processing
Semantic Web
Software Engineering
eGov ERP eServices
MOTIVATION Change in overnight stays by main countries of
residence by continent from 2008 to 2013
OBJECTIVES
• To build a framework on Chinese social media platform with a large-scale
qualitative analysis with linked data by using the technologies of
Semantic Web and Natural Language Processing
• To provide important guidelines to design a decision support system
based on the exploring Chinese tourists’ attitude and behavior towards
Switzerland
FRAMEWORK FOR TOURISM DSS
DATA ACQUISITION
• The largest and leading social media platform – Sina Weibo, a hybrid of
Twitter and Facebook
• Data collection:
1) user’s profiles: which contain user’s demographic information, and
2) their micro blogs (weibos): mainly focusing on text message and Swiss
location information
A WEIBO POST
FRAMEWORK FOR TOURISM DSS
MULTILINGUAL KNOWLEDGE EXTRACTION
• Ontology based dictionary includes two languages: Chinese and English
• NLP algorithms: machine learning and controlled vocabulary (e.g.
wikipedia, babelnet, babelfy)
INFORMATION RETRIEVAL AND SEMANTIC
CLASSIFICATION
NEW DATA FORM GENERATION
NEW DATA FORM GENERATION
NEW DATA FORM GENERATION
NEW DATA FORM GENERATION
NEW DATA FORM GENERATION
FRAMEWORK FOR TOURISM DSS
DSS AND SERVICE
• Communication with the tourist destination managers and service
providers
• Decision making support system for tourism destination managers and
end users
• Validations
1) Individual interviews
2) Fous group interviews
MAIN CHALLENGES
• How to make a representative sample from a large overall dataset,
both in terms of users and Weibo messages?
• How to extract the multilingual knowledge from very large collections of
natural language texts?
• How to conduct a qualitative analysis on the tourism domain and
Chinese behaviour patterns?

More Related Content

Similar to Exploring the New Trends of Chinese Tourists in Switzerland

Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.
Susanna-Assunta Sansone
 
SGCI - The Science Gateways Community Institute: International Collaboration ...
SGCI - The Science Gateways Community Institute: International Collaboration ...SGCI - The Science Gateways Community Institute: International Collaboration ...
SGCI - The Science Gateways Community Institute: International Collaboration ...
Sandra Gesing
 
The Reasons Why the Science Gateways Community Needs an Institute
The Reasons Why the Science Gateways Community Needs an InstituteThe Reasons Why the Science Gateways Community Needs an Institute
The Reasons Why the Science Gateways Community Needs an Institute
Sandra Gesing
 
The Digital Transformation of Research Support
The Digital Transformation of Research SupportThe Digital Transformation of Research Support
The Digital Transformation of Research Support
Andy Tattersall
 

Similar to Exploring the New Trends of Chinese Tourists in Switzerland (20)

From Essence to Assets. Making sense of an audiovisual archive
From Essence to Assets. Making sense of an audiovisual archiveFrom Essence to Assets. Making sense of an audiovisual archive
From Essence to Assets. Making sense of an audiovisual archive
 
Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.
 
SGCI - The Science Gateways Community Institute: International Collaboration ...
SGCI - The Science Gateways Community Institute: International Collaboration ...SGCI - The Science Gateways Community Institute: International Collaboration ...
SGCI - The Science Gateways Community Institute: International Collaboration ...
 
Getting Started with Institutional Repositories and Open Access
Getting Started with Institutional Repositories and Open AccessGetting Started with Institutional Repositories and Open Access
Getting Started with Institutional Repositories and Open Access
 
The digital transformation of research support - Northern Collaboration 2017 ...
The digital transformation of research support - Northern Collaboration 2017 ...The digital transformation of research support - Northern Collaboration 2017 ...
The digital transformation of research support - Northern Collaboration 2017 ...
 
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
New Approaches to Large-Scale Social Media Analytics: Investigating Twitter i...
 
Digital Library
Digital LibraryDigital Library
Digital Library
 
Smart cities no ai without ia
Smart cities   no ai without iaSmart cities   no ai without ia
Smart cities no ai without ia
 
Mohammad-Reza (Saied) Tazari gfke 2014
Mohammad-Reza (Saied) Tazari gfke 2014Mohammad-Reza (Saied) Tazari gfke 2014
Mohammad-Reza (Saied) Tazari gfke 2014
 
Getting to the Repository of the Future Workshop
Getting to the Repository of the Future WorkshopGetting to the Repository of the Future Workshop
Getting to the Repository of the Future Workshop
 
The Reasons Why the Science Gateways Community Needs an Institute
The Reasons Why the Science Gateways Community Needs an InstituteThe Reasons Why the Science Gateways Community Needs an Institute
The Reasons Why the Science Gateways Community Needs an Institute
 
1220 7106026052 7106026051
1220 7106026052 71060260511220 7106026052 7106026051
1220 7106026052 7106026051
 
The Digital Transformation of Research Support
The Digital Transformation of Research SupportThe Digital Transformation of Research Support
The Digital Transformation of Research Support
 
The digital transformation of research support
The digital transformation of research supportThe digital transformation of research support
The digital transformation of research support
 
Update and forward plan for ENUMERATE - Digitisation intelligence for Europe
Update and forward plan for ENUMERATE - Digitisation intelligence for EuropeUpdate and forward plan for ENUMERATE - Digitisation intelligence for Europe
Update and forward plan for ENUMERATE - Digitisation intelligence for Europe
 
MyScienceWork @ ConTech London 2018
MyScienceWork @ ConTech London 2018MyScienceWork @ ConTech London 2018
MyScienceWork @ ConTech London 2018
 
Open Discovery Initiative Successes - January 28, 2015
Open Discovery Initiative Successes - January 28, 2015Open Discovery Initiative Successes - January 28, 2015
Open Discovery Initiative Successes - January 28, 2015
 
Analytics in Action - Community
Analytics in Action - CommunityAnalytics in Action - Community
Analytics in Action - Community
 
CNGL Future Internet position - Vincent Wade.
CNGL Future Internet position - Vincent Wade.CNGL Future Internet position - Vincent Wade.
CNGL Future Internet position - Vincent Wade.
 
Supporting Research Communities with XSEDE
Supporting Research Communities with XSEDESupporting Research Communities with XSEDE
Supporting Research Communities with XSEDE
 

More from Institute of Information Systems (HES-SO)

More from Institute of Information Systems (HES-SO) (20)

MIE20232.pptx
MIE20232.pptxMIE20232.pptx
MIE20232.pptx
 
Classification of noisy free-text prostate cancer pathology reports using nat...
Classification of noisy free-text prostate cancer pathology reports using nat...Classification of noisy free-text prostate cancer pathology reports using nat...
Classification of noisy free-text prostate cancer pathology reports using nat...
 
Machine learning assisted citation screening for Systematic Reviews - Anjani ...
Machine learning assisted citation screening for Systematic Reviews - Anjani ...Machine learning assisted citation screening for Systematic Reviews - Anjani ...
Machine learning assisted citation screening for Systematic Reviews - Anjani ...
 
Exploiting biomedical literature to mine out a large multimodal dataset of ra...
Exploiting biomedical literature to mine out a large multimodal dataset of ra...Exploiting biomedical literature to mine out a large multimodal dataset of ra...
Exploiting biomedical literature to mine out a large multimodal dataset of ra...
 
L'IoT dans les usines. Quels avantages ?
L'IoT dans les usines. Quels avantages ?L'IoT dans les usines. Quels avantages ?
L'IoT dans les usines. Quels avantages ?
 
Studying Public Medical Images from Open Access Literature and Social Network...
Studying Public Medical Images from Open Access Literature and Social Network...Studying Public Medical Images from Open Access Literature and Social Network...
Studying Public Medical Images from Open Access Literature and Social Network...
 
Risques opérationnels et le système de contrôle interne : les limites d’un te...
Risques opérationnels et le système de contrôle interne : les limites d’un te...Risques opérationnels et le système de contrôle interne : les limites d’un te...
Risques opérationnels et le système de contrôle interne : les limites d’un te...
 
Le contrôle interne dans les administrations publiques tient-il toutes ses pr...
Le contrôle interne dans les administrations publiques tient-il toutes ses pr...Le contrôle interne dans les administrations publiques tient-il toutes ses pr...
Le contrôle interne dans les administrations publiques tient-il toutes ses pr...
 
Le système de contrôle interne : Présentation générale, enjeux et méthodes
Le système de contrôle interne : Présentation générale, enjeux et méthodesLe système de contrôle interne : Présentation générale, enjeux et méthodes
Le système de contrôle interne : Présentation générale, enjeux et méthodes
 
Crowdsourcing-based Mobile Application for Wheelchair Accessibility
Crowdsourcing-based Mobile Application for Wheelchair AccessibilityCrowdsourcing-based Mobile Application for Wheelchair Accessibility
Crowdsourcing-based Mobile Application for Wheelchair Accessibility
 
Quelle(s) valeur(s) pour le leadership stratégique ?
Quelle(s) valeur(s) pour le leadership stratégique ?Quelle(s) valeur(s) pour le leadership stratégique ?
Quelle(s) valeur(s) pour le leadership stratégique ?
 
A 3-D Riesz-Covariance Texture Model for the Prediction of Nodule Recurrence ...
A 3-D Riesz-Covariance Texture Model for the Prediction of Nodule Recurrence ...A 3-D Riesz-Covariance Texture Model for the Prediction of Nodule Recurrence ...
A 3-D Riesz-Covariance Texture Model for the Prediction of Nodule Recurrence ...
 
Challenges in medical imaging and the VISCERAL model
Challenges in medical imaging and the VISCERAL modelChallenges in medical imaging and the VISCERAL model
Challenges in medical imaging and the VISCERAL model
 
NOSE: une approche Smart-City pour les zones périphériques et extra-urbaines
NOSE: une approche Smart-City pour les zones périphériques et extra-urbainesNOSE: une approche Smart-City pour les zones périphériques et extra-urbaines
NOSE: une approche Smart-City pour les zones périphériques et extra-urbaines
 
Medical image analysis and big data evaluation infrastructures
Medical image analysis and big data evaluation infrastructuresMedical image analysis and big data evaluation infrastructures
Medical image analysis and big data evaluation infrastructures
 
Medical image analysis, retrieval and evaluation infrastructures
Medical image analysis, retrieval and evaluation infrastructuresMedical image analysis, retrieval and evaluation infrastructures
Medical image analysis, retrieval and evaluation infrastructures
 
How to detect soft falls on devices
How to detect soft falls on devicesHow to detect soft falls on devices
How to detect soft falls on devices
 
FUNDAMENTALS OF TEXTURE PROCESSING FOR BIOMEDICAL IMAGE ANALYSIS
FUNDAMENTALS OF TEXTURE PROCESSING FOR BIOMEDICAL IMAGE ANALYSISFUNDAMENTALS OF TEXTURE PROCESSING FOR BIOMEDICAL IMAGE ANALYSIS
FUNDAMENTALS OF TEXTURE PROCESSING FOR BIOMEDICAL IMAGE ANALYSIS
 
MOBILE COLLECTION AND DISSEMINATION OF SENIORS’ SKILLS
MOBILE COLLECTION AND DISSEMINATION OF SENIORS’ SKILLSMOBILE COLLECTION AND DISSEMINATION OF SENIORS’ SKILLS
MOBILE COLLECTION AND DISSEMINATION OF SENIORS’ SKILLS
 
Enhanced Students Laboratory The GET project
Enhanced Students Laboratory The GET projectEnhanced Students Laboratory The GET project
Enhanced Students Laboratory The GET project
 

Recently uploaded

Sociocosmos empowers you to go trendy on social media with a few clicks..pdf
Sociocosmos empowers you to go trendy on social media with a few clicks..pdfSociocosmos empowers you to go trendy on social media with a few clicks..pdf
Sociocosmos empowers you to go trendy on social media with a few clicks..pdf
SocioCosmos
 
Capstone slidedeck for my capstone project part 2.pdf
Capstone slidedeck for my capstone project part 2.pdfCapstone slidedeck for my capstone project part 2.pdf
Capstone slidedeck for my capstone project part 2.pdf
eliklein8
 
Capstone slidedeck for my capstone final edition.pdf
Capstone slidedeck for my capstone final edition.pdfCapstone slidedeck for my capstone final edition.pdf
Capstone slidedeck for my capstone final edition.pdf
eliklein8
 
Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...
Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...
Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...
Klinik kandungan
 

Recently uploaded (20)

Sikar Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Sikar Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsSikar Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Sikar Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
Madikeri Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Madikeri Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsMadikeri Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Madikeri Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
Rameswaram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Rameswaram Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsRameswaram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Rameswaram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
Content strategy : Content empire and cash in
Content strategy : Content empire and cash inContent strategy : Content empire and cash in
Content strategy : Content empire and cash in
 
Sociocosmos empowers you to go trendy on social media with a few clicks..pdf
Sociocosmos empowers you to go trendy on social media with a few clicks..pdfSociocosmos empowers you to go trendy on social media with a few clicks..pdf
Sociocosmos empowers you to go trendy on social media with a few clicks..pdf
 
SEO Expert in USA - 5 Ways to Improve Your Local Ranking - Macaw Digital.pdf
SEO Expert in USA - 5 Ways to Improve Your Local Ranking - Macaw Digital.pdfSEO Expert in USA - 5 Ways to Improve Your Local Ranking - Macaw Digital.pdf
SEO Expert in USA - 5 Ways to Improve Your Local Ranking - Macaw Digital.pdf
 
Kodaikanal Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kodaikanal Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsKodaikanal Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kodaikanal Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
A brief introduction to debate skill for ENG154
A brief introduction to debate skill for ENG154A brief introduction to debate skill for ENG154
A brief introduction to debate skill for ENG154
 
Kayamkulam Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kayamkulam Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsKayamkulam Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kayamkulam Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
Sawai Madhopur Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Sawai Madhopur Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsSawai Madhopur Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Sawai Madhopur Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
Capstone slidedeck for my capstone project part 2.pdf
Capstone slidedeck for my capstone project part 2.pdfCapstone slidedeck for my capstone project part 2.pdf
Capstone slidedeck for my capstone project part 2.pdf
 
Enhancing Consumer Trust Through Strategic Content Marketing
Enhancing Consumer Trust Through Strategic Content MarketingEnhancing Consumer Trust Through Strategic Content Marketing
Enhancing Consumer Trust Through Strategic Content Marketing
 
Buku Prediksi Togel Sydney Malam ini 4d 100 perak MAGNUMTOGEL
Buku Prediksi Togel Sydney Malam ini 4d 100 perak MAGNUMTOGELBuku Prediksi Togel Sydney Malam ini 4d 100 perak MAGNUMTOGEL
Buku Prediksi Togel Sydney Malam ini 4d 100 perak MAGNUMTOGEL
 
Capstone slidedeck for my capstone final edition.pdf
Capstone slidedeck for my capstone final edition.pdfCapstone slidedeck for my capstone final edition.pdf
Capstone slidedeck for my capstone final edition.pdf
 
Kashipur Uttrakhand Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kashipur Uttrakhand Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsKashipur Uttrakhand Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kashipur Uttrakhand Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 
Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...
Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...
Jual obat aborsi Asli Taiwan ( 085657271886 ) Cytote pil telat bulan penggugu...
 
Lucknow ❤️ CALL GIRL 9241412435 ❤️ CALL GIRLS IN Lucknow ESCORT SERVICE ❤️ CA...
Lucknow ❤️ CALL GIRL 9241412435 ❤️ CALL GIRLS IN Lucknow ESCORT SERVICE ❤️ CA...Lucknow ❤️ CALL GIRL 9241412435 ❤️ CALL GIRLS IN Lucknow ESCORT SERVICE ❤️ CA...
Lucknow ❤️ CALL GIRL 9241412435 ❤️ CALL GIRLS IN Lucknow ESCORT SERVICE ❤️ CA...
 
Marketing Plan - Social Media. The Sparks Foundation
Marketing Plan -  Social Media. The Sparks FoundationMarketing Plan -  Social Media. The Sparks Foundation
Marketing Plan - Social Media. The Sparks Foundation
 
Capstone slide deck on the TikTok revolution
Capstone slide deck on the TikTok revolutionCapstone slide deck on the TikTok revolution
Capstone slide deck on the TikTok revolution
 
Mayiladuthurai Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Mayiladuthurai Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsMayiladuthurai Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Mayiladuthurai Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 

Exploring the New Trends of Chinese Tourists in Switzerland

  • 1. Exploring the New Trends of Chinese Tourists in Switzerland Zhan Liu, Anne Le Calvé, Nicole Glassey Balet Institute of Information Systems University of Applied Sciences and Arts Western Switzerland HES-SO Valais-Wallis, Sierre, Switzerland 65th AIEST Conference 23 – 27 August 2015, Lijiang, China
  • 2. OVERVIEW • Who Are We ? • Motivation and Objectives • Research Design and Methodology • Main Challenges
  • 4. WHO ARE WE ? • 80 staff members – 22 Professors – 18 Research scientists – 29 Research assistants – 11 Administrative collaborators and interns • 92 scientific publications • 343 projects (2014) • CHF 7,44 millions (Turnover in 2014) 90% 10% Ra&D Consultancy services
  • 5. CORE COMPETENCIES eHealtheEnergy BPM Cloud Computing Data Intelligence Ergonomy, Usability Intelligent Agents Internet of Things Medical Information Processing Semantic Web Software Engineering eGov ERP eServices
  • 6. MOTIVATION Change in overnight stays by main countries of residence by continent from 2008 to 2013
  • 7. OBJECTIVES • To build a framework on Chinese social media platform with a large-scale qualitative analysis with linked data by using the technologies of Semantic Web and Natural Language Processing • To provide important guidelines to design a decision support system based on the exploring Chinese tourists’ attitude and behavior towards Switzerland
  • 9. DATA ACQUISITION • The largest and leading social media platform – Sina Weibo, a hybrid of Twitter and Facebook • Data collection: 1) user’s profiles: which contain user’s demographic information, and 2) their micro blogs (weibos): mainly focusing on text message and Swiss location information
  • 12. MULTILINGUAL KNOWLEDGE EXTRACTION • Ontology based dictionary includes two languages: Chinese and English • NLP algorithms: machine learning and controlled vocabulary (e.g. wikipedia, babelnet, babelfy)
  • 13. INFORMATION RETRIEVAL AND SEMANTIC CLASSIFICATION
  • 14. NEW DATA FORM GENERATION
  • 15. NEW DATA FORM GENERATION
  • 16. NEW DATA FORM GENERATION
  • 17. NEW DATA FORM GENERATION
  • 18. NEW DATA FORM GENERATION
  • 20. DSS AND SERVICE • Communication with the tourist destination managers and service providers • Decision making support system for tourism destination managers and end users • Validations 1) Individual interviews 2) Fous group interviews
  • 21. MAIN CHALLENGES • How to make a representative sample from a large overall dataset, both in terms of users and Weibo messages? • How to extract the multilingual knowledge from very large collections of natural language texts? • How to conduct a qualitative analysis on the tourism domain and Chinese behaviour patterns?