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2022 Journal article Open Access OPEN

Smartphone-based augmented reality for end-user creation of home automations
Ariano R., Manca M., Paternò F., Santoro C.
In the last few years, several end-user tools have been designed to help people who are not professional developers in programming their smart environments. However, such tools are often based on structured visual editors providing abstract representations of the available connected sensors and objects, which can be problematic for end users, and do not particularly encourage their participation. This work aims to make the end-user experience of creating everyday automations involving various types of connected sensors and objects more engaging by replacing extensive, static, structured and comprehensive abstract visual tools with more narrowed, relevant, context-sensitive, dynamic, augmented reality-based representations. We present a solution for this purpose that mobile users can exploit through their smartphone. End users can use the smartphone camera to frame the relevant sensor or object through the developed prototype, then get the current automations associated with it, edit their definition, create new ones as well as monitor the automations involving the whole current environment. We also report a first user test of the developed prototype deployed in a home equipped with connected sensors and objects, which yielded positive feedback.Source: Behaviour & information technology (Online) (2022). doi:10.1080/0144929X.2021.2017482
DOI: 10.1080/0144929x.2021.2017482

See at: ISTI Repository Open Access | CNR ExploRA Restricted | www.tandfonline.com Restricted


2022 Conference article Open Access OPEN

An approach to exploiting personal memories in humanoid robots serious games for cognitive stimulation of older adults
Catricalà B., Coffaro D., Manca M., Mattioli A., Paternò F., Santoro C.
One of the goals of Ambient Assisted Living (AAL) solutions is to be able to stimulate the cognitive resources of older adults. An innovative way to address such stimulation is the use of serious games delivered through humanoid robots. Such devices are based on Internet of Things technologies since they are collections of sensors and actuators in a human shape. Serious games delivered through humanoid robots can provide an engaging way to perform exercises useful for training human memory, attention, processing, and planning activities. This paper presents an approach to supporting cognitive stimulation based on personal memories. The humanoid robot can exhibit different behaviours through different modalities, and propose the games in a way personalized to specific individuals' requirements, preferences, abilities, and motivations, which can vary among older adults, and even dynamically evolve over time for the same person depending on changing user needs and health conditions.Source: EMPATHY 2022 - 3rd International Workshop on Empowering People in Dealing with Internet of Things Ecosystems, Frascati, 06-10/06/2022

See at: ISTI Repository Open Access | CNR ExploRA Restricted


2022 Journal article Open Access OPEN

End-user development in industrial contexts: the paper mill case study
Manca M., Paternò F., Santoro C.
This work aims to explore the potentialities of an end-user personalisation platform in industrial settings. In such a context, stakeholders with different roles and competencies collaborate to manage and control an environment where legacy machines coexist and interact with newer ones. Our goal is to provide a rule-based tool that allows end-users to build personalised solutions to respond quickly to the dynamic needs of factories. We report on a case study in the paper factory domain, in which the industrial aspects identified with expert stakeholders through interviews have been simulated and addressed through an extension of a personalisation platform. A first user test of the resulting environment has been carried out with a representative set of users, and has provided useful and encouraging feedback in terms of the potentialities of the proposed approach in industrial contexts.Source: Behaviour & information technology (Online) (2022). doi:10.1080/0144929X.2022.2089597
DOI: 10.1080/0144929x.2022.2089597

See at: ISTI Repository Open Access | CNR ExploRA Restricted | www.tandfonline.com Restricted


2021 Journal article Open Access OPEN

The impact of serious games with humanoid robots on mild cognitive impairment older adults
Manca M., Paterno F., Santoro C., Zedda E., Braschi C., Franco R., Sale A.
The number of Mild Cognitive Impairment (MCI) older adults is increasing; thus, it becomes more and more important to provide them with support to avoid, or at least slow down, their cognitive decline. To this end, interactive serious games can play an important role. So far, most of them have been deployed through tablets, which represent a cost-effective solution, yet offering only limited possibilities for truly engaging such users in a multimodal manner. However, emerging humanoid robots, through their physical embodiment and human-like attributes, including facial expressions and body language, may open up new possibilities in more effectively engaging MCI older adults during repetitive cognitive training. We present a study aiming to better understand the impact of humanoid robots in supporting serious games for such users. In particular, we investigate how seniors with Mild Cognitive Impairments relate to and perceive serious games accessed through humanoid robots, as part of a training programme aimed to improve their cognitive status. For this purpose, two versions of a music-based memory game have been designed by a multi-disciplinary team, one for humanoid robots and one for tablets. We report on its use during a between-subject study that involved MCI seniors, and discuss their experience. The results show that the robot was received with more enthusiasm by the older adults, thus improving their level of engagement.Source: International journal of human-computer studies (Print) 145 (2021). doi:10.1016/j.ijhcs.2020.102509
DOI: 10.1016/j.ijhcs.2020.102509

See at: ISTI Repository Open Access | International Journal of Human-Computer Studies Restricted | International Journal of Human-Computer Studies Restricted | International Journal of Human-Computer Studies Restricted | International Journal of Human-Computer Studies Restricted | CNR ExploRA Restricted | International Journal of Human-Computer Studies Restricted


2021 Journal article Open Access OPEN

Remote monitoring of end-user created automations in field trials
Manca M., Paterno F., Santoro C.
This paper presents how the TAREME (Trigger-Action Rule Editing, Monitoring, Executing) platform provides support for executing and analysing personalized automations in Internet of Things scenarios. The platform allows the creation and execution of trigger-action personalization rules that can change the state of connected smart objects and devices, send alarms or reminders, and modify applications' state depending on contextual events. This paper focuses on how the platform supports analytics about the actual use of the rules and provides associated information, which can be useful to better understand users' personalization needs. Such features have been deployed in a first round of six trials, which have shown the feasibility of the approach and reported fruitful feedback.Source: Journal of ambient intelligence & humanized computing (Print) (2021). doi:10.1007/s12652-021-03239-0
DOI: 10.1007/s12652-021-03239-0

See at: ISTI Repository Open Access | link.springer.com Restricted | Journal of Ambient Intelligence and Humanized Computing Restricted | Journal of Ambient Intelligence and Humanized Computing Restricted | CNR ExploRA Restricted


2021 Conference article Open Access OPEN

Comparative analysis of composition paradigms for personalization rules in IoT settings
Gallo S., Manca M., Mattioli A., Paternò F., Santoro C.
The rapid pervasive diffusion of Internet of Things technologies has opened up many opportunities for people to directly personalise the behaviour of surrounding objects and devices based on the dynamic events that can occur. To this end, several tailoring environments have been proposed supporting the enduser creation of trigger-action rules. Such tools can support different composition paradigms. In this paper we present a study that analyses three composition paradigms (graphical wizard, block-based, and conversational) to better understand how well they support rule creation activities. In order to make the analysis consistent we considered three implementations of such composition paradigms supporting the same set of triggers and actions. We have carried out a first user study in order to gather empirical feedback for substantiating our analysis, which provides indications of the pros and cons of each approach.Source: IS-EUD 2021 - 8th International Symposium on End-User Development, pp. 53–70, Online conference, 06-08/07/2021
DOI: 10.1007/978-3-030-79840-6_4

See at: ISTI Repository Open Access | ISTI Repository Open Access | link.springer.com Restricted | CNR ExploRA Restricted


2021 Conference article Open Access OPEN

Personalization in a paper factory
Manca M., Paternò F., Santoro C.
The purpose of this work is to explore the potentialities of a personalization platform in industrial settings. We report on a case study in the paper factory domain, in which the industrial aspects identified with relevant experts through interviews have been simulated and connected with a personalization platform. A first user test has been carried out with a representative set of users, which has provided useful and encouraging feedback in terms of the potentialities of the approach in industrial settings.Source: IS-EUD 2021 - 8th International Symposium on End-User Development, pp. 102–118, Online conference, 06-08/07/2021
DOI: 10.1007/978-3-030-79840-6_7

See at: ISTI Repository Open Access | ISTI Repository Open Access | link.springer.com Restricted | CNR ExploRA Restricted


2021 Conference article Open Access OPEN

The role of augmented reality in smart home settings
Mattioli A., Manca M., Paternò F., Santoro C.
Augmented Reality (AR) is a growing trend in technology with countless applications in different domains. However, not much attention has been devoted to the smart home setting and how its application can be used to allow users to customise their living spaces. In this paper, we describe the implementation of two methods for recognising objects with AR, and how an End-User Development (EUD) approach to a smart home can take full advantage of these techniques to provide personalisable and more meaningful experiences to users.Source: EMPATHY 2021 - 2nd International Workshop on Empowering People in Dealing with Internet of Things Ecosystems, pp. 17–22, Bari, 30/09/2021

See at: ceur-ws.org Open Access | ISTI Repository Open Access | ISTI Repository Open Access | CNR ExploRA Open Access


2020 Conference article Open Access OPEN

Requirements for large scale web accessibility evaluation
Paterno F., Pulina F., Santoro C., Gappa H., Mohamad Y.
The recent European legislation emphasizes the importance of enabling people with disabilities to have access to online information and services of public sector bodies. To this regard, automatic evaluation and monitoring of Web accessibility can play a key role for various stakeholders involved in creating and maintaining over time accessible products. In this paper we present the results of elicitation activities that we carried out in a European project to collect experience and feedback from Web commissioners, developers and content authors of websites and web applications. The purpose was to understand their current practices in addressing accessibility issues, identify the barriers they encounter when exploiting automatic support in ensuring the accessibility of Web resources, and receive indications about what functionalities they would like to exploit in order to better manage accessibility evaluation and monitoring.Source: ICCHP 2020 - 17th International Conference on Computers Helping People with Special Needs, pp. 275–283, Lecco, Italy, 09-11 September 2020
DOI: 10.1007/978-3-030-58796-3_33
Project(s): WADcher via OpenAIRE

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2020 Conference article Open Access OPEN

Integrating Alexa in a Rule-Based Personalization Platform
Manca M., Parvin P., Paternò F., Santoro C.
Vocal assistants are becoming widely used, but their potentialities have not yet been completely exploited. For instance, while assistants such as Alexa are increasingly boasting compatibility with a large set of third-party services, the possibility for end-users to personalize the joint behaviour of such connected services (including the voice-based ones) in a flexible manner seems not sufficiently explored yet. In this paper, we present how the voice-based support offered by Alexa has been integrated with a rule-based personalization platform to support the creation of trigger-action rules enhanced with voice-based support. This integration opens up the possibility for users without programming knowledge to specify and include voice-based triggers and voice-based actions in their rules. These rules can be composed of events and commands that can involve a variety of sensors and connected objects. To this aim, a novel solution has been developed, which also aims to overcome some limitations that have been found in currently available vocal assistants, e.g., the issue of unsupported languages, thus lowering the barriers for their ultimate adoption and everyday use. Indeed, the integrated platform offers the possibility to play the vocal notifications/reminders contained in relevant personalization rules in any language, including those not currently supported by Alexa.Source: EAI GOODTECHS 2020, pp. 108–113, Virtual conference, 15-17/09/2020
DOI: 10.1145/3411170.3411228

See at: ISTI Repository Open Access | academic.microsoft.com Restricted | dblp.uni-trier.de Restricted | dl.acm.org Restricted | dl.acm.org Restricted | CNR ExploRA Restricted


2020 Conference article Open Access OPEN

Adaptation in Humanoid Robots Serious Games with for Mild Cognitive Impairment Older Adults
Manca M., Paternò F., Santoro C., Zedda E.
Since the number of Mild Cognitive Impairment (MCI) older adults is increasing, it becomes more and more important to provide them with support to avoid the progression of their cognitive decline to dementia. To this regard, interactive serious games can play an important role. However, while most of them have been deployed mainly through tablets, the current emerging humanoid robots are opening up novel possibilities to this regard. In this position paper we aim to describe our current research interest in better understanding the impact of humanoid robots in supporting serious games for such users.Source: IUI 2020: Intelligent User Interfaces, pp. 11–13, Cagliari, 17-20/03/2020

See at: ceur-ws.org Open Access | ISTI Repository Open Access | CNR ExploRA Open Access


2019 Journal article Open Access OPEN

A model-based framework for mobile apps customization through context-dependent rules
Manca M., Paternò F., Santoro C.
The advent of the Internet of Things and mobile applications has made the possible contexts of use more and more varied, and creates new challenges for user interface developers. Although model-based approaches aim to support the generation of applications for different implementation technologies, limited attention has been paid to how to exploit them for novel context-dependent applications. We present a model-based framework that allows developers to flexibly customize their mobile apps to react to events not foreseen in the initial versions. It is composed of an authoring environment supporting the definition of model-based descriptions and generating mobile apps from them. The authoring environment allows developers to enrich the dynamic behaviour of the generated applications through trigger-action rules. The resulting versions of the apps can provide customized behaviour according to the actual contexts of use. The authoring environment supports efficient development of such customizations. We show its potential by describing an example application, and report on a first test with developers.Source: Universal access in the information society (Print) 18 (2019): 1–17. doi:10.1007/s10209-018-0620-x
DOI: 10.1007/s10209-018-0620-x

See at: ISTI Repository Open Access | Universal Access in the Information Society Restricted | Universal Access in the Information Society Restricted | Universal Access in the Information Society Restricted | Universal Access in the Information Society Restricted | Universal Access in the Information Society Restricted | CNR ExploRA Restricted | Universal Access in the Information Society Restricted


2019 Journal article Open Access OPEN

Supporting end-user debugging of trigger-action rules for IoT applications
Manca M., Paternò F., Santoro C., Corcella L.
End users need tools to enable them to control and personalise Internet of Things (IoT) applications, which may involve hundreds of interconnected objects. Trigger-action programming has shown to be a useful support for this purpose because it allows users to easily associate dynamic events with the activation of desired effects. End User Development (EUD) tools aim to allow even users without programming experience to define the behaviour of IoT applications. However, users may define rules triggering various actions that may be in conflict, or may specify rules that do not result in the intended behaviour. Although such situations can often occur, there seems to be a lack of tools able to help users understand whether the specified rules actually bring about the desired behaviour and, if not, the reasons why they fail. We present an original solution for filling this gap, which takes into account the specific aspects of trigger-action rules. We describe the design and implementation of this debugging support, and then discuss the results of a first user test.Source: International journal of human-computer studies (Print) 123 (2019): 56–69. doi:10.1016/j.ijhcs.2018.11.005
DOI: 10.1016/j.ijhcs.2018.11.005

See at: ISTI Repository Open Access | International Journal of Human-Computer Studies Restricted | International Journal of Human-Computer Studies Restricted | International Journal of Human-Computer Studies Restricted | International Journal of Human-Computer Studies Restricted | CNR ExploRA Restricted | International Journal of Human-Computer Studies Restricted | www.sciencedirect.com Restricted


2019 Conference article Open Access OPEN

Trigger-action programming for personalising humanoid robot behaviour
Leonardi N., Manca M., Paternò F., Santoro C.
In the coming years humanoid robots will be increasingly used in a variety of contexts, thereby presenting many opportunities to exploit their capabilities in terms of what they can sense and do. One main challenge is to design technologies that enable those who are not programming experts to personalize robot behaviour. We propose an end-user development solution based on trigger-action personalization rules. We describe how it supports editing such rules and its underlying software architecture, and report on a user test that involved end user developers. The test results show that users were able to perform the robot personalization tasks with limited effort, and found the trigger-action environment usable and suitable for the proposed tasks. Overall, we show the potential for using trigger-action programming to make robot behaviour personalization possible even to people who are not professional software developers.Source: CHI Conference on Human Factors in Computing Systems, Glasgow, 04-09/05/2019
DOI: 10.1145/3290605.3300675

See at: ISTI Repository Open Access | academic.microsoft.com Restricted | dblp.uni-trier.de Restricted | dl.acm.org Restricted | dl.acm.org Restricted | CNR ExploRA Restricted


2019 Journal article Open Access OPEN

Enabling personalisation of remote elderly assistance
Corcella L., Manca M., Nordvik J. E., Paternò F., Sanders A. M., Santoro C.
One of the goals of Ambient Assisted Living (AAL) solutions is to extend the time that elderly people can live independently in their preferred environments by using ICT technologies for personal healthcare. However, in order to be optimal, remote monitoring services and health-related interventions should be strongly personalised to specific individuals' requirements, preferences, abilities and motivations, which can vary among the elderly, and even dynamically evolve over time for the same person depending on changing user needs and context-dependent conditions. In this paper we present an End User Development (EUD) tool for the personalisation of context-dependent assistance by non-technical users in the AAL domain. In particular, we have considered applications for remotely monitoring and assisting elderly people at home through sending multimedia messages and reminders, as well as changing the state of various domestic appliances (e.g. lamps, heating system, TV) and devices available in the context surrounding the user. The design and development of the tailoring environment has been carried out in an iterative manner, informed by the feedback that was gathered through empirical evaluations done with older adults and caregivers.Source: Multimedia tools and applications 78 (2019): 1–27. doi:10.1007/s11042-019-7449-z
DOI: 10.1007/s11042-019-7449-z

See at: ISTI Repository Open Access | ISTI Repository Open Access | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | link.springer.com Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | CNR ExploRA Restricted


2019 Conference article Open Access OPEN

Analyzing Trigger-Action Programming for Personalization of Robot Behaviour in IoT Environments
Manca M., Paternò F., Santoro C.
The rising spread of humanoid robots in various settings of human life, and their increasing affordability, as well as the massive adoption of the Internet of Things (IoT) in various scenarios have made End User Development (EUD) for robotic and IoT applications an interesting research direction. In particular, in the EUD field, trigger-action rules have become popular for their simple structure, which enables users to create rules to implement their desired personalization. Such rules can be a precious source of information for various goals: understanding the aspects people are most interested in, the types of routines they would like to have, the kind of support/automation they would expect from the robot, and the environment in which the robot is immersed. However, since the number of rules that could be generated using such EUD tools could be significant, manual analysis of rules does not seem a viable solution. In this paper we discuss how a visual analytics tool supporting filtering, exploration and analysis of data generated by a EUD tool for programming humanoid robots immersed in IoT environments can be helpful for deriving relevant information associated with the personalization that users express through rules. The analysis can provide designers and developers of EUD tools and associated customizable applications with useful insights for improving the tools and the robotic applications themselves, and facilitate their adoption.Source: 7th International Symposium, IS-EUD 2019, pp. 100–114, Hatfield, 10-12/07/2019
DOI: 10.1007/978-3-030-24781-2_7

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2019 Conference article Open Access OPEN

Improving Tools that Allow End Users to Configure Smart Environments
Ardito C., Costabile M. F., Desolda G., Manca M., Matera M., Paternò F., Santoro C.
The widespread introduction of the Internet of Things into people's daily lives calls for approaches that allow even unskilled end users to autonomously configure their own smart environments. Various tools, either research or commercial, are available, which allow end users to combine smart objects and services for creating applications that meet their needs. However, challenging issues do persist, including interaction paradigms adequate to end users, as well as the ability to control that the created applications will do what they are intended to. This work-in-progress proposes the integration of two recently developed tools, in order to overcome some limitations of the existing solutions.Source: 7th International Symposium, IS-EUD 2019, pp. 244–248, Hatfield, 10-12/07/2019
DOI: 10.1007/978-3-030-24781-2_24

See at: ISTI Repository Open Access | academic.microsoft.com Restricted | dblp.uni-trier.de Restricted | doi.org Restricted | link.springer.com Restricted | link.springer.com Restricted | link.springer.com Restricted | link.springer.com Restricted | CNR ExploRA Restricted


2019 Journal article Open Access OPEN

A Personalisation Platform for Older Adults with Mild Cognitive Impairments
Manca M., Parvin P., Paternò F., Santoro C., Zedda E.
The AAL PETAL project has developed a platform for personalising remote assistance of older adults with mild cognitive impairments. The platform is targeted at caregivers without programming knowledge in order to help seniors in their daily activities at home.Source: ERCIM news (2019): 39–40.

See at: ercim-news.ercim.eu Open Access | ISTI Repository Open Access | CNR ExploRA Open Access


2019 Journal article Open Access OPEN

End-User Development for Personalizing Applications, Things, and Robots
Paternò F., Santoro C.
The pervasiveness of ICT technologies has led to a growing need to empower people to obtain applications that meet their specific requirements. End-User Development (EUD) is a growing research field aiming to provide people without programming experience with concepts, methods and tools to allow them to create or modify their applications. Recent mainstream technological trends related to the Internet of Things (IoT) and the availability of robots have further stimulated interest in this approach. In the paper, we discuss the historical evolution of EUD, then we analyses the main current challenges with respect to recent technological trends (IoT and social robots) through the use of some conceptual dimensions, and conclude with a discussion of a possible research agenda for the field.Source: International journal of human-computer studies (Print) 131 (2019). doi:10.1016/j.ijhcs.2019.06.002
DOI: 10.1016/j.ijhcs.2019.06.002

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2019 Contribution to journal Open Access OPEN

Special Issue on Advances in Human-Computer Interaction
Ardito C., De Marsico M., Gadia D., Maggiorini D., Mariani I., Ripamonti L., Santoro C.
Source: Multimedia tools and applications 78 (2019): 13353–13359. doi:10.1007/s11042-019-7690-5
DOI: 10.1007/s11042-019-7690-5

See at: RE.PUBLIC@POLIMI Research Publications at Politecnico di Milano Open Access | Archivio Istituzionale della Ricerca dell'Università degli Studi di Milano Open Access | link.springer.com Open Access | Multimedia Tools and Applications Open Access | ISTI Repository Open Access | CNR ExploRA Open Access | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted | Multimedia Tools and Applications Restricted