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Kock, E., Sarwari, Y., Russo, N. & Johnsson, M. (2021). Identifying cheating behaviour with machine learning. In: 33rd Workshop of the Swedish Artificial Intelligence Society, SAIS 2021: . Paper presented at 2021 Swedish Artificial Intelligence Society Workshop (SAIS), 14-15 June 2021, Sweden. Institute of Electrical and Electronics Engineers Inc.
Öppna denna publikation i ny flik eller fönster >>Identifying cheating behaviour with machine learning
2021 (Engelska)Ingår i: 33rd Workshop of the Swedish Artificial Intelligence Society, SAIS 2021, Institute of Electrical and Electronics Engineers Inc. , 2021Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

We have investigated machine learning based cheating behaviour detection in physical activity-based smart-phone games. Sensor data were acquired from the accelerometer/gyroscope of an iPhone 7 during activities such as jumping, squatting, stomping, and their cheating counterparts. Selected attributes providing the most information gain were used together with a sequential model yielding promising results in detecting fake activities. Even better results were achieved by employing a random forest classifier. The results suggest that machine learning is a strong candidate for detecting cheating behaviours in physical activity-based smartphone games.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers Inc., 2021
Nyckelord
Decision trees, Smartphones, Behaviour detections, Information gain, Physical activity, Random forest classifier, Sensor data, Sequential model, Machine learning
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
urn:nbn:se:mau:diva-45084 (URN)10.1109/SAIS53221.2021.9484044 (DOI)000855522600008 ()2-s2.0-85111585099 (Scopus ID)9781665442367 (ISBN)
Konferens
2021 Swedish Artificial Intelligence Society Workshop (SAIS), 14-15 June 2021, Sweden
Tillgänglig från: 2021-08-23 Skapad: 2021-08-23 Senast uppdaterad: 2024-02-05Bibliografiskt granskad
Russo, N. L., Eriksson, J. & Christensen, J. (2021). Target Framework for Sustainable Welfare Technology Deployment in Eldercare. In: Savvas Papagiannidis, Gelareh Roushan, and Guy Fitzgerald (Ed.), UKAIS 2021 Conference Proceedings: . Paper presented at UK Association for Information Systems (UKAIS) 2021 Conference, 23-24 March 2021, Online (pp. 507-516). Oxford, UK
Öppna denna publikation i ny flik eller fönster >>Target Framework for Sustainable Welfare Technology Deployment in Eldercare
2021 (Engelska)Ingår i: UKAIS 2021 Conference Proceedings / [ed] Savvas Papagiannidis, Gelareh Roushan, and Guy Fitzgerald, Oxford, UK, 2021, s. 507-516Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Building on existing research and experiences regarding the use of supportive and assistive technology -- called welfare technology -- in elderly care, we have developed a framework to represent a holistic view of the complex tangle of factors contributing to the sustainable integration of these technologies into the elder care context. The framework is described here for the purpose of initiating a conversation regarding the framework with interested researchers. At the same time discussions are also being conducted with managers, caregivers, and other stakeholders involved in welfare technology deployment in eldercare in Sweden. Our ultimate goal with the framework is to provide general guidelines that municipalities and care organizations can use to improve the quality of life for elderly citizens through the successful selection, rollout and use of welfare technology that meets the needs not only of the elderly citizens needing support but also of the care providers and organizations. 

Ort, förlag, år, upplaga, sidor
Oxford, UK: , 2021
Nyckelord
welfare technology, assistive technology, eldercare, technology deployment
Nationell ämneskategori
Datavetenskap (datalogi) Medicin och hälsovetenskap
Forskningsämne
Hälsa och samhälle; Interaktionsdesign
Identifikatorer
urn:nbn:se:mau:diva-43392 (URN)978-0-9560272-1-4 (ISBN)
Konferens
UK Association for Information Systems (UKAIS) 2021 Conference, 23-24 March 2021, Online
Tillgänglig från: 2021-06-14 Skapad: 2021-06-14 Senast uppdaterad: 2023-03-16Bibliografiskt granskad
Nikolić, P. K. & Russo, N. L. (2020). Crossing Sensory Boundaries with Creative Productions. In: Henrique Santos; Gabriela Viale Pereira; Matthias Budde; Sérgio F. Lopes; Predrag Nikolic (Ed.), Science and Technologies for Smart Cities: 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings. Paper presented at 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019 (pp. 420-427). Springer
Öppna denna publikation i ny flik eller fönster >>Crossing Sensory Boundaries with Creative Productions
2020 (Engelska)Ingår i: Science and Technologies for Smart Cities: 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings / [ed] Henrique Santos; Gabriela Viale Pereira; Matthias Budde; Sérgio F. Lopes; Predrag Nikolic, Springer, 2020, s. 420-427Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

We seek to investigate possibilities of extending the emotional and cognitive experience of using products or services through the cross-modality of vision with other senses (synesthesia). Through multi-sensory, interactive environments, consumers become more engaged in the use of a product or service and may, in fact, participate as co-creators of their own experiences. To achieve the highest level of spontaneity and provoke human activation to enable us to study this, we suggest an experimental context based on interactive technologies, aesthetics and design. For this purpose, we use an artistic environment in the form of an interactive installation. Two examples of such experimental interactive art installations, Art Machine: Mindcatcher and Re-Digital, are described in this paper.

Ort, förlag, år, upplaga, sidor
Springer, 2020
Serie
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, ISSN 1867-8211, E-ISSN 1867-822X ; 323
Nyckelord
Synesthesia, Cross-modal experience, Interactivity, Interaction design, Multisensory interface design, User experience, Product design, Service design
Nationell ämneskategori
Design
Identifikatorer
urn:nbn:se:mau:diva-56797 (URN)10.1007/978-3-030-51005-3_34 (DOI)2-s2.0-85089314665 (Scopus ID)978-3-030-51004-6 (ISBN)978-3-030-51005-3 (ISBN)
Konferens
5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019
Tillgänglig från: 2022-12-19 Skapad: 2022-12-19 Senast uppdaterad: 2024-02-05Bibliografiskt granskad
Davidsson, P., Langheinrich, M., Linde, P., Mayer, S., Casado-Mansilla, D., Spikol, D., . . . Russo, N. L. (Eds.). (2020). IoT '20 Companion: 10th International Conference on the Internet of Things Companion. Paper presented at IoT '20 Companion: 10th International Conference on the Internet of Things Companion Malmö Sweden October 6 - 9, 2020. ACM Digital Library
Öppna denna publikation i ny flik eller fönster >>IoT '20 Companion: 10th International Conference on the Internet of Things Companion
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2020 (Engelska)Proceedings (redaktörskap) (Refereegranskat)
Ort, förlag, år, upplaga, sidor
ACM Digital Library, 2020
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
urn:nbn:se:mau:diva-56831 (URN)10.1145/3423423 (DOI)978-1-4503-8820-7 (ISBN)
Konferens
IoT '20 Companion: 10th International Conference on the Internet of Things Companion Malmö Sweden October 6 - 9, 2020
Tillgänglig från: 2022-12-20 Skapad: 2022-12-20 Senast uppdaterad: 2023-07-06Bibliografiskt granskad
Dorthé, L., Olsson, A., Spikol, D., Spalazzese, R., Linde, P., Leckner, S., . . . Topgaard, R. (2018). Forskarnas galleri #5: People have the power: IOTAP on exhibit.
Öppna denna publikation i ny flik eller fönster >>Forskarnas galleri #5: People have the power: IOTAP on exhibit
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2018 (Engelska)Konstnärlig output (Ogranskad)
Abstract [sv]

Överallt samlar sensorer data som analyseras för att räkna ut hur man sparar energi, hur mycket insulin som ska injiceras, var den närmaste hyrbilen finns, hur många människor som fortfarande är kvar inne i en brinnande byggnad... Denna snabba spridning av teknik kallas för Sakernas Internet, eller IoT. Människor har makten, eller har vi verkligen det? Hur mycket värderar vi vår integritet? Vilka internetanslutna gadgets hjälper oss att leva ett hälsosamt och hållbart liv - och vilka prylar kommer bara att öka vår stressnivå? När blir användningen missbruk? Utställningen undersöker hur IoT påverkar människor, samhälle och industri. Forskningsprojekt i utställningen: Emergent Configuration for IoT Systems (ECOS+), Smart energy management and security (SEMS), Fair Data, Walk the ward, Dynamic Intelligent Sensor-Intensive Systems (DISS), PELARS-projektet och Busrunner presenteras i "IOTAP-labbet"

Abstract [en]

All around us sensors collect data, which is analyzed to figure out how to save energy, how much insulin to inject, where the closest rental bike is located, how many people are still inside a building that is on fire… This fast-spreading technology is called the Internet of Things, or IoT for short. People have the power, or do we really? How much do we value our privacy? What internet connected gadgets will help us lead a healthy, sustainable life – and what gadgets will only increase our stress level? When does use become abuse? This exhibition explores how IoT affects people, society and industry. You are welcome to try out IoT through demos and hands-on experiences based on research projects at Malmö University. Research projects in the exhibition: Emergent Configuration for IoT Systems (ECOS+), Smart energy management and security (SEMS), Fair Data, Walk the ward, Dynamic Intelligent Sensor-Intensive Systems (DISS), PELARS project and Busrunner are presented in the "IOTAP-lab"

Nyckelord
IOTAP, Internet of things, technology, IoT
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
urn:nbn:se:mau:diva-8207 (URN)28647 (Lokalt ID)28647 (Arkivnummer)28647 (OAI)
Anmärkning

People have the Power is a joint production by Malmö University Library and the research center Internet of Things and People (IOTAP) and have been supported by the Sten K Johnson Foundation.

Tillgänglig från: 2020-02-28 Skapad: 2020-02-28 Senast uppdaterad: 2023-12-28Bibliografiskt granskad
Russo, N. L., Eriksson, J., Harden Mugelli, S. & Marin, J. (2018). Small Steps: Improving Healthcare with Local Innovation (ed.). In: (Ed.), Proceedings of the UK Academy for Information Systems (UKAIS) 23rd Annual Conference: . Paper presented at UK Academy for Information Systems (UKAIS) 23rd Annual Conference, Oxford, UK (March 2018). Association for Information Systems, Article ID 29.
Öppna denna publikation i ny flik eller fönster >>Small Steps: Improving Healthcare with Local Innovation
2018 (Engelska)Ingår i: Proceedings of the UK Academy for Information Systems (UKAIS) 23rd Annual Conference, Association for Information Systems, 2018, artikel-id 29Konferensbidrag, Publicerat paper (Övrigt vetenskapligt)
Abstract [en]

Integrating technological innovations into healthcare systems has proven to be challenging. It is possible, however, to make small but significant improvements to healthcare through technologies that are not connected to the massive electronic health records systems. This paper describes one such system, Walk the Ward, which was developed for a medical ward in a large regional hospital. Walk the Ward is a quiz-type game played by hospitalized patients to provide entertainment, social interaction and, most importantly, exercise, which promotes healing. Educational information is also provided in the game. Evaluations of the game have shown that patients found it enjoyable and useful, and it facilitated social interactions. Hospital staff also found the game beneficial because it both helped patients and did not increase staff workloads. While the game is currently used in only one location, the basic structure can easily be expanded to multiple settings at a relatively low cost.

Ort, förlag, år, upplaga, sidor
Association for Information Systems, 2018
Nyckelord
smart health, healthcare innovation
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
urn:nbn:se:mau:diva-12731 (URN)27185 (Lokalt ID)27185 (Arkivnummer)27185 (OAI)
Konferens
UK Academy for Information Systems (UKAIS) 23rd Annual Conference, Oxford, UK (March 2018)
Tillgänglig från: 2020-02-29 Skapad: 2020-02-29 Senast uppdaterad: 2023-03-28Bibliografiskt granskad
Russo, N. L. & Eriksson, J. (2018). The Internet of Things and People in Healthcare. In: Qusay F. Hassan (Ed.), Qusay F. Hassan (Ed.), Internet of Things A to Z: Technologies and Applications (pp. 447-473). John Wiley & Sons
Öppna denna publikation i ny flik eller fönster >>The Internet of Things and People in Healthcare
2018 (Engelska)Ingår i: Internet of Things A to Z: Technologies and Applications / [ed] Qusay F. Hassan, John Wiley & Sons, 2018, s. 447-473Kapitel i bok, del av antologi (Övrigt vetenskapligt)
Abstract [en]

The connection of intelligent devices and agents via the Internet of Things (IoT) provides a foundation for smart healthcare systems to monitor the status of patients, their activities, and their environments and to provide services that can improve health. These smart health ecosystems connect patients, caregivers, and medical professionals with each other and with data captured by sensors and other devices. Healthcare applications using this data can store and track relevant metrics, provide alerts when metrics are outside expected ranges, and provide feedback and recommendations to assist in the management of a wide variety of health issues including weight management, stroke rehabilitation, and glucose monitoring. This chapter provides an overview of different types of IoT-based patient-focused healthcare applications providing these types of services. The chapter concludes with a discussion of the major challenges related to healthcare technology using the Internet of Things and the future potential of these applications.

Ort, förlag, år, upplaga, sidor
John Wiley & Sons, 2018
Nyckelord
smart health, healthcare IOT
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
urn:nbn:se:mau:diva-10472 (URN)10.1002/9781119456735.ch16 (DOI)27169 (Lokalt ID)9781119456759 (ISBN)27169 (Arkivnummer)27169 (OAI)
Tillgänglig från: 2020-02-28 Skapad: 2020-02-28 Senast uppdaterad: 2022-08-29Bibliografiskt granskad
Eriksson, J., Russo, N. L. & Marin, J. (2018). Using the Internet of Things to Support Emotional Health (ed.). EAI Endorsed Transactions on Ambient Systems, 17(18), Article ID e1.
Öppna denna publikation i ny flik eller fönster >>Using the Internet of Things to Support Emotional Health
2018 (Engelska)Ingår i: EAI Endorsed Transactions on Ambient Systems, ISSN 2032-927X, Vol. 17, nr 18, artikel-id e1Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

A first step towards emotional well-being is to monitor, understand and reflect upon one’s feelings and emotions. A number of personal emotion-tracking applications are available today. In this paper we describe an examination of these applications which indicates that many of the applications do not provide sufficient support for monitoring a full spectrum of emotional data or for analysing or using the data that is provided. To design applications that better support emotional well-being, the full capabilities of the Internet of Things should be utilized. The paper concludes with a description of how Internet of Things technologies can enable the development of systems that can more accurately capture emotional data and support personal learning in the area of emotional health.

Ort, förlag, år, upplaga, sidor
EAI, 2018
Nyckelord
emotion-tracking, emotion apps, Internet of Things, Smart Health
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
urn:nbn:se:mau:diva-2355 (URN)10.4108/eai.23-3-2018.154372 (DOI)27172 (Lokalt ID)27172 (Arkivnummer)27172 (OAI)
Tillgänglig från: 2020-02-27 Skapad: 2020-02-27 Senast uppdaterad: 2022-04-26Bibliografiskt granskad
Russo, N. L., Hermodsson, K. & Olsson, C. M. (2017). Personalising Applications to Influence Health-Related Behaviour: An Exploration of Differences in Motivation (ed.). In: (Ed.), 22nd UK Academy for Information Systems International Conference: Ubiquitous Information Systems: Surviving & thriving in a connected society. Paper presented at UK Academy for Information Systems (UKAIS) 22nd Annual Conference, Oxford, UK (3rd-5th April 2017). UK Academy for Information Systems, Article ID 31.
Öppna denna publikation i ny flik eller fönster >>Personalising Applications to Influence Health-Related Behaviour: An Exploration of Differences in Motivation
2017 (Engelska)Ingår i: 22nd UK Academy for Information Systems International Conference: Ubiquitous Information Systems: Surviving & thriving in a connected society, UK Academy for Information Systems , 2017, artikel-id 31Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

To support health-related behaviour changes, consumers may use technologies such as smartphones, smartbands, sensors and other devices connected to the Internet of Things. Research has shown that personalising the interaction, including the interface, data, and feedback, can result in more effective outcomes in terms of the desired changes in behaviour. This paper reports on a pilot study that tested a smartphone step challenge application that was personalised based on the user’s motivational style using the Behavioural Inhibition System/Behavioural Approach System (BIS/BAS) scales of Reinforcement Sensitivity Theory. The results indicated that participation in the step challenge did change the behaviour of the participants. For half the days of the challenge, the application delivered pep talks tailored to the two motivational styles and to the participant’s behaviour (taking more or fewer steps than on the previous day). While the study found that participants with different motivational styles responded differently to the motivational cues (pep talks), their responses did not appear to be influenced by the personalisation of the pep talks.

Ort, förlag, år, upplaga, sidor
UK Academy for Information Systems, 2017
Nyckelord
Motivation, Personalization, Behavior, Internet of Things, Health
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
urn:nbn:se:mau:diva-12445 (URN)24174 (Lokalt ID)24174 (Arkivnummer)24174 (OAI)
Konferens
UK Academy for Information Systems (UKAIS) 22nd Annual Conference, Oxford, UK (3rd-5th April 2017)
Tillgänglig från: 2020-02-29 Skapad: 2020-02-29 Senast uppdaterad: 2024-05-13Bibliografiskt granskad
Russo, N. L. (2016). A 'Values' Framework for Designing Internet of Things Applications (ed.). Paper presented at UK Academy of Information Systems (UKAIS), Oxford, UK (April 2016). Paper presented at UK Academy of Information Systems (UKAIS), Oxford, UK (April 2016). , Article ID 36.
Öppna denna publikation i ny flik eller fönster >>A 'Values' Framework for Designing Internet of Things Applications
2016 (Engelska)Konferensbidrag, Publicerat paper (Övrigt vetenskapligt)
Abstract [en]

The Internet of Things phenomena is reflected in the increase in the types of devices that can be joined to form computing ecosystems, the growth of the amount and variety of data collected and processed, and the power and reach of applications that can be created on these platforms. While these new applications provide potentially valuable new capabilities to individuals, organizations, and society, they also entail significant risks. This paper presents the VALUES framework to identify potential impacts that should be addressed when designing Internet of Things (IoT) applications. For each of the six areas, questions and issues that should be considered are discussed.

Nyckelord
Internet of Things
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
urn:nbn:se:mau:diva-12338 (URN)28159 (Lokalt ID)28159 (Arkivnummer)28159 (OAI)
Konferens
UK Academy of Information Systems (UKAIS), Oxford, UK (April 2016)
Tillgänglig från: 2020-02-29 Skapad: 2020-02-29 Senast uppdaterad: 2022-06-27Bibliografiskt granskad
Projekt
AgeSam – Aging and Demographic Changes in late modern society; Publikationer
Liveng, A., Eriksson, J. & Christensen, J. (2024). Diversitet og utraditionelle læringsaktiviteter: Erfaringer fra et ph.d.-kursus om aldrende samfund. Viden om aldring, 40(1)
Motion / Action Recognition through Sensors (MARS); Malmö universitetBarns inflytande och rätten till deltagande: Utvärdering av möjligheterna med digitala verktyg för barn i socialtjänstenKunskapsöverföring av välfärdsteknik – Gränsöverskridande kommunal äldreomsorg (TechKnow)
Organisationer
Identifikatorer
ORCID-id: ORCID iD iconorcid.org/0000-0002-2784-2238

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