Popular portals for Social Scientists were presented, such as: CESSDA, European Social Survey, European Election Database, Atlas of European Values. Special attention was placed to Official Statistics microdata, DWB project and training courses. At the end metadata systems CIMES and MISSY were presented: access to EU official statistics microdata and aggregate data, access to census microdata, access to official statistics microdata in Slovenia /SI-STAT data portal.
Event was one of Foster Cessda trainings for doctoral students.
Videos: http://videolectures.net/adptecaj2015_ljubljana/
Related materials/pages: https://www.fosteropenscience.eu/project/index.php?option=com_content&view=category&layout=blog&id=23&Itemid=104
https://www.fosteropenscience.eu/event/cessda-research-data-management-open-data-doctoral-training-series-research-data-management
Popular portals for Social Scientists were presented, such as: CESSDA, European Social Survey, European Election Database, Atlas of European Values. Special attention was placed to Official Statistics microdata, DWB project and training courses. At the end metadata systems CIMES and MISSY were presented: access to EU official statistics microdata and aggregate data, access to census microdata, access to official statistics microdata in Slovenia /SI-STAT data portal.
Event was one of Foster Cessda trainings for doctoral students.
Videos: http://videolectures.net/adptecaj2015_ljubljana/
Related materials/pages: https://www.fosteropenscience.eu/project/index.php?option=com_content&view=category&layout=blog&id=23&Itemid=104
https://www.fosteropenscience.eu/event/cessda-research-data-management-open-data-doctoral-training-series-research-data-management
Presentation of the "COVID19 Edition" of the Science Science Barometer (www.Wissenschaftsbarometer.ch) at the "FORS Swiss Covid-19 Data Symposium", March 23, 2021
By Mike S. Schäfer, Niels Mede, Julia Metag & Kira Klinger
The presentation will give and overview of the DRDSI platform developed by EC
-
JRC together with
the DanubeNET expert group. The DRDSI represents a three year long project which has been a key
aspect of the JRC's scientific support to the European Strategy
for Danube Region (EUSDR). The
purpose of the presentation is also to give the Attractive Danube project partners the re
-
usable
source of data, information, services. Final part will provide examples of DRDSI impact within the
region, including the main o
utcomes from the DanubeHack 2.0 community event.
Presentation done by Marta Sabou, Adrian M.P. Brașoveanu, & Irem Önder, during "Intelligence & analytics" workshop, of the ENTER2015 eTourism conference.
Talk of Europe – Linking European Parliament ProceedingsAstrid van Aggelen
Talk held in DHBenelux 2014 by Astrid van Aggelen. Presents the project Talk of Europe, which makes available the plenary debates in the European Parliament, including all translations, as linked open data. Focus of the talk is on the data sources used and how this information is modelled, as well as the possibilities of the resulting RDF dataset in humanities research.
UZH, the University of Zurich is the largest university in Switzerland and among the top 100 universities world-wide. In this presentation you will see which important role the Requirements Engineering Research Group (RERG) oh UZH has in the SUPERSEDE project.
Fachhochschule Nordwestschweiz (FHNW), the University of Applied Sciences Northwestern Switzerland, brings its expertise in Data Management and Information Processing, Usability Engineering and Data Visualization into the SUPERSEDE project.
This short presentation gives an overlook about FHNW and its role in the SUPERSEDE project.
Truffle Talent Digital Summit 2015: Briefing and feeding back to creativesJonny Watson
I few home truths about how best to brief and feed back to creatives - from the point of view of someone you could never fire...
Premiered at the Truffle Talent Digital Summit 2015, aboard HMS President.
I'm sorry to say that Slideshare doesn't play animated gifs or animations so it's not the same as seeing me deliver this live.
Slideshare doesn't do notes very well either so I've embedded them in the relevant slides.
I'm nice like that.
Presentation of the "COVID19 Edition" of the Science Science Barometer (www.Wissenschaftsbarometer.ch) at the "FORS Swiss Covid-19 Data Symposium", March 23, 2021
By Mike S. Schäfer, Niels Mede, Julia Metag & Kira Klinger
The presentation will give and overview of the DRDSI platform developed by EC
-
JRC together with
the DanubeNET expert group. The DRDSI represents a three year long project which has been a key
aspect of the JRC's scientific support to the European Strategy
for Danube Region (EUSDR). The
purpose of the presentation is also to give the Attractive Danube project partners the re
-
usable
source of data, information, services. Final part will provide examples of DRDSI impact within the
region, including the main o
utcomes from the DanubeHack 2.0 community event.
Presentation done by Marta Sabou, Adrian M.P. Brașoveanu, & Irem Önder, during "Intelligence & analytics" workshop, of the ENTER2015 eTourism conference.
Talk of Europe – Linking European Parliament ProceedingsAstrid van Aggelen
Talk held in DHBenelux 2014 by Astrid van Aggelen. Presents the project Talk of Europe, which makes available the plenary debates in the European Parliament, including all translations, as linked open data. Focus of the talk is on the data sources used and how this information is modelled, as well as the possibilities of the resulting RDF dataset in humanities research.
UZH, the University of Zurich is the largest university in Switzerland and among the top 100 universities world-wide. In this presentation you will see which important role the Requirements Engineering Research Group (RERG) oh UZH has in the SUPERSEDE project.
Fachhochschule Nordwestschweiz (FHNW), the University of Applied Sciences Northwestern Switzerland, brings its expertise in Data Management and Information Processing, Usability Engineering and Data Visualization into the SUPERSEDE project.
This short presentation gives an overlook about FHNW and its role in the SUPERSEDE project.
Truffle Talent Digital Summit 2015: Briefing and feeding back to creativesJonny Watson
I few home truths about how best to brief and feed back to creatives - from the point of view of someone you could never fire...
Premiered at the Truffle Talent Digital Summit 2015, aboard HMS President.
I'm sorry to say that Slideshare doesn't play animated gifs or animations so it's not the same as seeing me deliver this live.
Slideshare doesn't do notes very well either so I've embedded them in the relevant slides.
I'm nice like that.
Презентация, для практической работы, по теме "физика в нашей жизни".JegorDmitrijev
Here you can search some intresting information about physics in our routine life.
Здесь вы можете найти интересную информацию о физических явлениях, происходящих в нашей жизни.
Café da Manhã Temático Diagma - Omnicanal - 09/03/16
A temática do Omnicanal, que é uma novidade no Brasil já bastante difundida nos Estados Unidos e iniciada na Europa, leva os varejistas que praticam a multicanalidade a trocarem informações e buscarem atualizações sobre como a Supply Chain Omnicanal se organiza no Brasil. Tal assunto reuniu recentemente em São Paulo cinquenta profissionais, vinte e cinco empresas e especialistas no assunto, como: Aurélien Jacomy da DIAGMA no Brasil; Robledo Castro, IT Manager na DPaschoal; Marcos Lima, diretor de Supply Chain da Leroy Merlin Brasil; e Christophe Minarelli, gerente de projetos na Cnova, responsável pela transformação Omnicanal.
Что нужно для надежного функционирования солнечных электростанций? Безоблачный небосвод и технически совершенные системы РЗиА, АСУ ТП и Учета. На типовых подстанциях автоматизации подвергается единственная – электрическая часть, однако в отношении солнечных электростанций СЭС, дела обстоят иначе.
Экономия времени и средств. Как можно использовать ЭДО - электронный документооборот в своем бизнесе. Производство, финансовые компании, государственные учреждения, холдинги.
Drowning in information – the need of macroscopes for research fundingAndrea Scharnhorst
Andrea Scharnhorst (2015) Drowning in information – the need of macroscopes for research funding. Presentation at the international conference: PLANNING, PREDICTION, SCENARIOS - Using Simulations and Maps - 2015 Annual EA Conference - 11–12 May 2015 Bonn
Presentation by Stuart Macdonald of the Edinburgh University Data Library at the Graduate School of Social and Political Science Induction, 15 and 16 Septeber, 2011, University of Edinburgh
What is Open Science / Open Research?; Initiative of the European Union (EU); Elements of Open Science: open research process / cycle; open access (open repositories); open data; open source software; open notebook / lab book; open workflows; open reputation systems; citizen science; relationship between open research and e-research; open science in Africa and South Africa
STATVIEW: a web platform for visualisation and dissemination of statistical d...ALESSANDRO CAPEZZUOLI
STATVIEW represents a useful open source tool that can be conveniently shared among NSOs for analysing, visualising and sharing cartographic data in a machine-readable format.
Biodiversity—A Healthy Ecosystem Thrives on Fresh Ideas (Part 1 of 3), Phil J...Allen Press
Video of this presentation is available at https://www.youtube.com/watch?v=h38PvZMMJP0&list=PLybpVL27qHff3BVHuNXqYsqTs2e98_MpT&index=8
To maintain the long-term sustainability of the ecosystem, we need a steady flow of innovation and risk and a strong current of entrepreneurial spirit. Wherever ideas are generated—by a small, rebellious start-up or by a long-established player at the top of the food chain—they provide the catalyst and movement that keep things alive and well. We’ll conclude the day by looking at the transformational promise of open, linked, and shared data, the alignment of repository networks, data and metadata exchange, and a wrap-up of the current trends in scholarly publishing from the perspective of the university press.
Presentation given to the first conference Pubmet, Zadar, Croatia, 2014
For the live presentation having all the rich media, please access: http://kosson.ro/webpedia/presentationsnicolaiec/Croatia2014/#/
Forecasting in tourism and hospitalityJuho Pesonen
COVID-19 has made forecasting more important in tourism and hospitality than ever before. In this video, I reflect upon my experiences and what I have learned about forecasting during the 2020 pandemic. I demonstrate forecasting in tourism by using business travellers in Finland as a case study. See the full presentation at https://youtu.be/AfGBA4mQrXw
Esityksessä käsitellään modernin digitaalisen markkinoinnin perustekijöitä. Esitys auttaa sinua tarkastelemaan yrityksesi nykyisiä markkinointitoimenpiteitä rakentavasti. Markkinointi on sekä tiedettä että taidetta ja markkinoinnin tekijöiden täytyy ottaa kaikki markkinointimahdollisuudet huomioon eikä asetella niitä vastakkain.
Mistä liiketoimintainnovaatiot syntyvät?Juho Pesonen
Käyn läpi liiketoimintainnovaatioiden syntyä edesauttavia tekijöitä. Innovatiiviset yritykset saavat kilpailuetua ja pystyvät palvelemaan asiakkaita paremmin sekä tehokkaammin. Innovaatiot ovat kilpailukyvyn keskeisin tekijä ja niiden syntyminen vaatii yrityksiltä resursseja, visiota, ja oikeinlaista johtamista. Yrityskulttuuri on innovaatioiden keskeinen mahdollistaja.
Ajatuksia matkailun verkkokaupan keskeisistä tekijöistä, esitetty Helsingin matkailuseminaarissa 11.4.2019. Verkkokaupan perusteet, markkinointi ja verkkokaupan tulevaisuus.
Asiakasuskollisuus ja suomalaisten hotelliketjujen kanta-asiakaskohjelmatJuho Pesonen
Kuinka suunnitella hotelleille kanta-asiakasohjelma, joka huomioi sekä vapaa-ajan matkailijat että liikematkailijat, ja kuinka paljon eri ihmiset matkustavat? Tutkimusartikkeli julkaistu Tourism Management -lehdessä.
Matkailumarkkinointi ja asiakaskokemusJuho Pesonen
Asiakaskokemus on noussut keskeiseksi kilpailukykytekijäksi matkailualalla. Markkinointi menee hukkaan jos asiakaskokemus ei vastaa sitä. Esityksessä käydään läpi, minkä takia asiakaskokemus on nyt niin tärkeää ja miten asiakaskokemusta voi kehittää.
Eri majoitustyyppejä suosivien maaseutumatkailijoiden motivaatiot, aktiviteet...Juho Pesonen
Tässä raportissa vertaillaan suomalaisia maaseutumatkailijoita, jotka suosivat eri tyyppistä majoitusta. Majoitustyypit ovat hotellit, maatilamajoitus, mökkimajoitus ja muu majoitus.
Tässä raportissa kuvaillaan suomalaisia maaseutumatkailijoita ja heidän matkustuskäyttäytymistään kotimaan maaseutulomalla. Raportissa esitellään tietoja maaseutulomasta, aktiviteeteista, motivaatioista, tiedonetsinnästä ja matkakohteen valinnasta.
Suomalaiset matkailualueet kansainvälisillä markkinoilla: näkökulmia ja tutki...Juho Pesonen
Tässä esityksessä käydään läpi useita eri tutkimuksia suomalaisten matkakohteiden johtamisesta ja markkinoinnista, keskittyen etenkin kansainvälisiin matkailijoihin.
A closer look at tourist information search behaviour when travelling abroad:...Juho Pesonen
Information search and the decision-making process of tourists have received great attention in tourism research literature and both are considered to be important theoretical and practical topics. This study contributes to these topics by studying international tourists during their trip in a destination using qualitative interviews and by focusing on the role of online marketing in tourists’ decision-making process. Altogether 57 international tourists in Savonlinna, Finland were interviewed during summer 2016 to find out the factors that affected their decision to come to Savonlinna. The results demonstrate how important it is for destinations to understand their international customers and understand what is the destination they should actually be promoting. Banners and social media do not seem to play an important role in new customer acquisition, but search engine optimisation and content marketing as well as product quality are at the top of the list.
E-business in tourism: Search engine marketing and advanced online businessJuho Pesonen
This presentation talks about advanced online business for tourism companies, including search engine marketing and e-mail marketing. For all course presentations, including videos, please see https://www.tourismmarketingandmanagement.com/2016/11/11/what-is-e-business-in-tourism/
E-business in tourism: Destination marketing and managementJuho Pesonen
This presentation talks about tourism destination marketing and management in the era of online business. For all course presentations, including videos, please see https://www.tourismmarketingandmanagement.com/2016/11/11/what-is-e-business-in-tourism/
Tourism Marketing and Management Master's Degree ProgrammeJuho Pesonen
Master's Degree Programme in Tourism Marketing and Management provides excellent study opportunity for those interested in working in the tourism field. We train those who are responsible for taking the field forward, both in academia as well as in practice. If you want to study tourism and make it better, then apply for our programme. See www.finlanduniversity.fi and www.uef.fi/tmm
Jakamistalous ja majoituspalvelut: analyysi käyttäjistä ja vaikutuksista matk...Juho Pesonen
Tässä esityksessä esittelen tuloksia kolmesta kotimajoitukseen liittyvästä tutkimusartikkelista. Artikkelit käsittelevät Airbnb:n ja vastaavien palveluiden käyttäjiä ja myös matkailijoita, jotka eivät kotimajoituspalveluita käytä.
Esityksessä käsitellään mobiiliteknologian, eli pääasiassa älypuhelimien ja tablet-laitteidein, vaikutuksia suomalaisille matkailuyrityksille. Lisäksi esitellään muutamia viimeaikaisia kehitysaskelia ja niiden mahdollisuuksia palvelun parantamiseksi.
Market research on rural wellbeing tourists - prowell projectJuho Pesonen
This research studies rural wellbeing tourists, their motivations and important destination attributes, preferred activities and information search channels.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
Utilizing Open Data in Tourism
1. ENTER 2016 Research Track Slide Number 1
Utilizing open data in tourism
Juho Pesonen, Head of research (e-tourism),
juho.pesonen@uef.fi
www.uef.fi/mot
Mikko Lampi, project manager, Mikkeli University of
Applied Sciences
2. ENTER 2016 Research Track Slide Number 2
Background for this research
• The amount of data available for us is increasing
almost exponentially.
• We need data in order to measure and manage
tourism.
• Openess movement
– encourages transition from private owned
information to public and easily accessible
information.
– You are what you share (Belk, 2014).
• Possibilities for innovation. 28.6.2016 2
3. ENTER 2016 Research Track Slide Number 3
What is open data?
• Berners-Lee (2010):
• One star open data is available on the web with an open
license.
• Two star data is also available as machine-readable structured
data.
• Three star data is also available in non-proprietary format such
as CSV instead of excel.
• Four star data also uses open standards from W3C (RDF and
SPARQL) to identify things, so that people can point at the
stuff in the dataset.
• Five star data contains all of the above and is also linked to
other people's data to provide context.
28.6.2016 3
4. ENTER 2016 Research Track Slide Number 4
Aim of this research
• What is the current state of open data in
tourism?
– Who are providing open data for tourism
purposes?
– For what purposes open data is used?
– What kind of benefits open data creates for
tourism industry?
28.6.2016 4
5. ENTER 2016 Research Track Slide Number 5
The study
• Keyword search in English in Google Scholar,
Google and Scopus.
• Relevant articles, databases and websites were
collected, listed and analysed regarding open
data connected to travel and tourism.
28.6.2016 5
6. ENTER 2016 Research Track Slide Number 6
Identified examples
• National and regional tourism statistics:
– European Union Open Data Portal https://open-
data.europa.eu/en/data 146 tourism data sets
– TourMis: http://www.tourmis.info/index_e.html
– Brussels:
http://opendata.brussels.be/page/home/?flg=e
n)
– Ottawa: http://data.ottawa.ca/en/
28.6.2016 6
7. ENTER 2016 Research Track Slide Number 7
Helsinki
• Helsinki Region Infoshare (www.hri.fi/en)
– more than 1000 data sets available.
– 56 datasets on the database are tagged with a tag
'tourism'.
• Events, places, sport sites, statistics, surveys, points-of-
interest.
728.6.2016
8. ENTER 2016 Research Track Slide Number 8
The results
Open data type Description Where data has been used
Geographic data GPS-locations Mobile applications, websites
Event data Description of events, bands playing,
timetables, even type
Mobile applications, websites
Visitor statistics Number of overnights Mobile applications, websites
Supply statistics Number of businesses, types of
businesses, number and information on
attractions and museums
Mobile applications, websites
Survey data Data from survey studies Mobile applications, websites, academic and
business research
Supply information Information on travel destinations,
attractions, restaurants and happenings.
Mobile applications, websites, academic and
business research
Transit data Timetables Mobile applications, websites
Governmental data Tax distribution and collection Mobile applications, websites, academic and
business research
All of the above Smart Tourism City, augmented reality
applications, services that combine data from
several sources.
28.6.2016 8
9. ENTER 2016 Research Track Slide Number 9
Conclusions
• Utilization of open data is still at the beginning in
the tourism industry.
• Open data in tourism is mainly provided by
destination management organizations and
governmental organizations.
• Open data is mainly used to provide content for
mobile applications and websites.
• Benefit are still limited for tourism industry, but
already some innovations can be found. 28.6.2016 9
10. ENTER 2016 Research Track Slide Number 10
Takeaways
• Internet of things combined with open
data could provide huge opportunities for
tourism industry
– Real-time management of destinations and
communicating that to customers.
• Every time new data is collected
possibilities for opening it should be at
least thought of.
28.6.2016 10