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Interactive Machine Learning: Managing Information Richness in Highly Anonymized Conversation Data
(Springer, 2019)
This case study focuses on an experiment analysing textual conversation data using machine learning algorithms and shows that sharing data across organisational boundaries requires anonymisation that decreases that data’s ...
Exploiting User-Generated Content for Service Improvement: Case Airport Twitter Data
(Springer Verlag, 2022)
The study illustrates how airport collaborative networks can profit from the richness of data, now available due to digitalization. Using a co-creation process, where the passenger generated content is leveraged to identify ...
HOW TO FOSTER DIALOGICALITY IN GROUP INTERACTION?
(IATED, International Association of Technology, Education and Development, 2021)
In our research we have explored how a teacher and his group of teacher students interact during their group discussions. The purpose was to investigate what kind of interaction students experience as being the most ...
CURRICULUM DEVELOPMENT FOR CLOUD SERVICES: ANSWERING THE NEEDS OF THE JOB MARKET
(IATED, International Association of Technology, Education and Development, 2022)
The technical development and adoption of cloud services in organizations has been growing rapidly over the last years. Thus, there is a high demand for skilled professionals in the field. Institutions of
higher education ...
Dialog Modelling Experiments with Finnish One-to-One Chat Data
(Springer, 2020)
We analyzed two conversational corpora in Finnish: A public library question-answering (QA) data and a private medical chat dataẆe developed response retrieval (ranking) models using TF-IDF, StarSpace, ESIM and BERT methods. ...
Adoption of Digital Collaborative Networking Platforms in Companies: A Study of Twitter Usage in Finland
(Springer Verlag, 2020)
Digital collaborative networking platforms have become increasingly important for companies. They are widely used for communication and co-creation with customers, suppliers and other actors in companies’ value chains. ...
Connected and Multimodal Passenger Transport Through Big Data Analytics : Case Tampere City Region, Finland.
(Springer, 2019)
Passenger transport is becoming more and more connected and multimodal. Instead of just taking a series of vehicles to complete a journey, the passenger is actually interacting with a connected cyber-physical social (CPS) ...
Big Data Governance in Agile and Data-Driven Software Development
(IGI Global, 2018)
Constructing a big data governance framework is important when a company performs data-driven software development. The most important aspects of big data governance are data privacy, security, availability, usability and ...
THE DIHUB MODEL FOR LEARNING AND INNOVATING
(International Association of Technology Education and Development, 2021)
Dihub (Digital Innovation Hub for Cloud-based Services) is an EU-funded project that aims at the promotion and creation of cloud-based knowledge and innovations in Europe through the construction of an innovation hub ...
A MODEL FOR BUILDING SKILLS AND KNOWLEDGE NEEDED IN THE JOB MARKET
(International Association of Technology Education and Development, 2020)
Finnish IT companies are facing a shortage of software engineers in several fields of software development. The field evolves quickly as new technologies emerge, as processing power of computers grows and as data available ...