"Kauttonen, Janne" - Selaus tekijän mukaan Julkaisut
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A System to Ensure Information Trustworthiness in Artificial Intelligence Enhanced Higher Education
Ali Khan, Umair; Kauttonen, Janne; Aunimo, Lili; V Alamäki, Ari
Journal of information technology education: research (Informing Science Institute, 2024)Aim/Purpose The purpose of this paper is to address the challenges posed by disinformation in an educational context. The paper aims to review existing information assessment techniques, highlight their limitations, and ... -
Adopting AI-enhanced chat for personalising student services in higher education
Mononen, Asko; Alamäki, Ari; Kauttonen, Janne; Klemetti, Aarne; Räsänen, Erkki
Esignals research (Haaga-Helia ammattikorkeakoulu, 2021)In this study, we examine how to adopt AI-based conversational chat in higher education and discuss our experiences and findings in integrating external datasets with machine learning-based chat conversations. The adoption ... -
Avoin data tekoälysovellusten mahdollistajana – konenäkö meripelastuksen apuna
Aaltonen, Toni; Kauttonen, Janne; Aunimo, Lili; Salahub, Jeffrey
eSignals PRO : 01.06.2023 (Haaga-Helia ammattikorkeakoulu, 2023)Tekoälyn ja koneoppimisen hyödyntäminen yleistyvät vauhdilla kaikilla aloilla. Tätä vauhdittavat algoritmien kehitys, yleinen prosessoritehon kasvu tietokoneissa ja älylaitteissa, sekä laskentakapasiteetin saatavuus ... -
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild
Ipinzine Tutuainu, Gianmarco; Liu, Yang; Alamäki, Ari; Kauttonen, Janne
Engineering applications of artificial intelligence (Elsevier, 2024)Facial expression recognition (FER) is crucial in enhancing human-computer interaction. While current FER methods, leveraging various open-source deep learning models and training techniques, have shown promising accuracy ... -
Comparisons of Facial Recognition Algorithms Through a Case Study Application
Dirin, Amir; Delbiaggio, Nicolas; Kauttonen, Janne (Kassel Univ. Press, 2020)Computer visions and their applications have become important in contemporary life. Hence, researches on facial and object recognition have become increasingly important both from academicians and practitioners. Smart ... -
Computational meaningfulness as the source of beneficial cognitive biases
Suomala, Jyrki; Kauttonen, Janne
Frontiers in psychology (Frontiers Research Foundation, 2023)The human brain has evolved to solve the problems it encounters in multiple environments. In solving these challenges, it forms mental simulations about multidimensional information about the world. These processes produce ... -
Creating effective visuals for destination marketing videos: Scenery vs people
Alamäki, Ari; Rhee, Cheul; Suomala, Jyrki; Kaski, Timo; Kauttonen, Janne
Journal of Vacation Marketing : 10.3.2022 (SAGE Publications, 2022)By drawing from imagery and consumer choice theories, we examine how visuals of faces and social groups can foster behavioural intention and emotional effects in the case of nature tourism video marketing. We implemented ... -
Deep Learning for Micro-Expression Recognition: A Survey
Li, Yante; Wei, Jinsheng; Liu, Yang; Kauttonen, Janne; Zhao, Guoying
IEEE transactions on affective computing : 4 (Institute of Electrical and Electronics Engineers Computer Sociery, 2022)Micro-expressions (MEs) are involuntary facial movements revealing people's hidden feelings in high-stake situations and have practical importance in various fields. Early methods for Micro-expression Recognition (MER) are ... -
Dialog Modelling Experiments with Finnish One-to-One Chat Data
Kauttonen, Janne; Aunimo, Lili (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. ... -
Enhancing generative AI for accessing enterprise knowledge
Khan, Umair Ali; Kudryavtsev, Dmitry; Kauttonen, Janne
eSignals PRO : 28.3.2024 (Haaga-Helia ammattikorkeakoulu, 2024)Today’s business landscape recognizes the strategic importance of leveraging knowledge assets as a primary source of competitive advantage. The importance of consolidating the wealth of knowledge in a manner that preserves ... -
Expert Work Automation in Healthcare: the Case of a Retrieval-Based Medical Chatbot
Aunimo, Lili; Kauttonen, Janne; Alamäki, Ari
Esignals research : 24.11.2022 (Haaga-Helia ammattikorkeakoulu, 2022)This paper presents how medical expert work may be partially automated and made more interesting as input for routine conversation is handled by a software bot. However, the responsibility for treating the patient in the ... -
Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects
Khan, Umair Ali; Xu, Qianru; Liu, Yang; Lagstedt, Altti; Alamäki, Ari; Kauttonen, Janne
Multimedia systems : 3 (Springer Nature, 2024)In recent years, emotion recognition has received significant attention, presenting a plethora of opportunities for application in diverse fields such as human–computer interaction, psychology, and neuroscience, to name a ... -
Factors Affecting the Adoption of AI by Organizations - From the Perspective of Knowledge Workers
Aunimo, Lili; Kauttonen, Janne; Lahtinen, Anna; Lagstedt, Altti; Alamäki, Ari
IFIP advances in information and communication technology (Springer, 2023)The role of artificial intelligence (AI) solutions is growing in all types of organizations. AI is embraced in the hope of increased productivity, quality and satisfaction at work. Therefore, it is essential to study the ... -
Forecasted Self: AI-Based Careerbot-Service Helping Students with Job Market Dynamics
Mononen, Asko; Alamäki, Ari; Kauttonen, Janne; Klemetti, Aarne; Passi-Rauste, Anu; Ketamo, Harri
Engineering proceedings : 1 (MDPI, 2023)In this article, we introduce an AI-enhanced study planning solution named Careerbot, which is a service designed to help students with their “forecasted self”. We define a new term “forecasted self” to mean a future-oriented ... -
Generatiivisen tekoälyn mahdollisuudet ja sudenkuopat pk-yritysten näkökulmasta
Kauttonen, Janne; Asikainen, Martti
eSignals PRO : 21.02.2024 (Haaga-Helia ammattikorkeakoulu, 2024)Vuonna 2023 generatiivinen tekoäly, eli lyhyemmin GenAI (Generative AI), saapui toden teolla tutkijoiden ja suurten teknologiayritysten etuoikeudesta kaikkien organisaatioiden ulottuville. Tuloksena oli valtava määrä uusia ... -
Hiilineutraalius: taloushallinnon tekoälysovellus apuna kohti globaalia tavoitetta
Ruohonen, Anna; Kauttonen, Janne; San Miguel, Elizabeth (Haaga-Helia ammattikorkeakoulu, 2022)Tässä artikkelissa tarkastellaan sitä, miten tekoäly voi auttaa taistelussa ilmastonmuutosta vastaan ja erityisesti hiilijalanjäljen arvioinnissa. Lisäksi pohdimme AI-ratkaisujen kehittämistä yrityksessä osana liiketoiminnan ... -
How Students’ Information Sensitivity, Privacy Trade-Offs, and Stages of Customer Journey Affect Consent to Utilize Personal Data
Alamäki, Ari; Mäki, Marko; Kauttonen, Janne
Interdisciplinary journal of information, knowledge, and management (Informing Science Institute, 2023)This study aimed to increase our understanding of how the stages of the customer purchase journey, privacy trade-offs, and information sensitivity of different business service sectors affect consumers’ privacy concerns. The ... -
Human’s Intuitive Mental Models as a Source of Realistic Artificial Intelligence and Engineering
Suomala, Jyrki; Kauttonen, Janne (Frontiers Research Foundation, 2022)Despite the success of artificial intelligence (AI), we are still far away from AI that model the world as humans do. This study focuses for explaining human behavior from intuitive mental models’ perspectives. We describe ... -
Kokeilusta tuotantoon ja kohti tekoälyn game changer –tuotteita
Ruohonen, Anna; Kauttonen, Janne; Jylhäkangas, Tuula (Haaga-Helia ammattikorkeakoulu, 2022)Konseptitodistus eli proof-of-concept (PoC) on keskeinen vaihe tekoälyn käyttötapauksen osoittamiseksi toteuttamiskelpoiseksi ja arvoa tuottavaksi yrityksen liiketoiminnassa. Onnistuneenkin konseptitodistuksen jälkeen ... -
Koneoppimisella tietoa sisusta: hyödyllinen sisu ennakoi hyvinvointia ja työssä onnistumista
Kauttonen, Janne; Khan, Umair Ali; Määttänen, Ilmari; Henttonen, Pentti
eSignals PRO : 31.08.2023 (Haaga-Helia ammattikorkeakoulu, 2023)Sisukysely on hyvä mittari henkilön sitkeydelle ja stressinsietokyvylle. Keräämämme aineiston perusteella näyttää siltä, että sisulla on myös laajempi yhteys henkilön hyvinvointiin, työelämään ja jopa siihen, miten ihminen ...



















