Conference Paper

Service robots in the domestic environment: a study of the roomba vacuum in the home

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Abstract

Domestic service robots have long been a staple of science fiction and commercial visions of the future. Until recently, we have only been able to speculate about what the experience of using such a device might be. Current domestic service robots, introduced as consumer products, allow us to make this vision a reality.This paper presents ethnographic research on the actual use of these products, to provide a grounded understanding of how design can influence human-robot interaction in the home. We used an ecological approach to broadly explore the use of this technology in this context, and to determine how an autonomous, mobile robot might "fit" into such a space. We offer initial implications for the design of these products: first, the way the technology is introduced is critical; second, the use of the technology becomes social; and third, that ideally, homes and domestic service robots must adapt to each other.

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... Several robotic technologies are dedicated to enhancing our well-being [1], [2], [3]. Some are designed to address practical needs (e.g. ...
... Some are designed to address practical needs (e.g. vacuuming robot that reduces the load of everyday tasks [4], [1]), others are designed to address emotional needs (e.g companion robots designed to relieve loneliness in late adulthood [5], [2]). One type of emotional need that is less addressed despite having a great potential to contribute to humans' well-being is the need for security, i.e. a sense of security [6], [7], [8]. ...
... Specifically in the case of robots, it was already shown that human-robot interactions can involve attachment elements [21], [2], [3], [4], [1]. Participants form attachmentlike relationships with robots demonstrating behaviors that involve availability, support, acceptance, and responsiveness. ...
... Type 3.3 covers 6% of the papers published at the HRI conference (36 out of 571). Type 3.3 studies investigate robots considering various types of social dynamics including family dynamics (10 out of 37 Type 3.3 papers) [174], [186], [207]- [212], social dynamics in organizations/workplaces (7/37) [206], [213]- [217], gender dynamics (7/37) [207], [218]- [222], and racism (1/37) [223]. For example, a group of Type 3.3 studies showed how robotic vacuum cleaners changed the cleaning routines and division of labor among family members, which has been developed based on family dynamics in home settings [207]- [209]. ...
... Type 3.3 covers 6% of the papers published at the HRI conference (36 out of 571). Type 3.3 studies investigate robots considering various types of social dynamics including family dynamics (10 out of 37 Type 3.3 papers) [174], [186], [207]- [212], social dynamics in organizations/workplaces (7/37) [206], [213]- [217], gender dynamics (7/37) [207], [218]- [222], and racism (1/37) [223]. For example, a group of Type 3.3 studies showed how robotic vacuum cleaners changed the cleaning routines and division of labor among family members, which has been developed based on family dynamics in home settings [207]- [209]. ...
... Type 3.3 studies investigate robots considering various types of social dynamics including family dynamics (10 out of 37 Type 3.3 papers) [174], [186], [207]- [212], social dynamics in organizations/workplaces (7/37) [206], [213]- [217], gender dynamics (7/37) [207], [218]- [222], and racism (1/37) [223]. For example, a group of Type 3.3 studies showed how robotic vacuum cleaners changed the cleaning routines and division of labor among family members, which has been developed based on family dynamics in home settings [207]- [209]. Type 3.3 studies also consider complex power issues such as gender and race. ...
... A wealth of prior research has explored people's experiences and attitudes when interacting with different service robots [21,53,66], such as domestic vacuum robots [22,28,56], delivery robots [37,41,47], and drones [20,26,42]. For example, Forlizzi and Disalvo [28] conducted ethnographic studies with 14 families to explore the effects of a Roomba vacuum robot on home ecology. ...
... A wealth of prior research has explored people's experiences and attitudes when interacting with different service robots [21,53,66], such as domestic vacuum robots [22,28,56], delivery robots [37,41,47], and drones [20,26,42]. For example, Forlizzi and Disalvo [28] conducted ethnographic studies with 14 families to explore the effects of a Roomba vacuum robot on home ecology. They found that the adoption of Roomba changed people's cleaning practices by enabling multitasking and planned cleaning, as well as influencing the roles of family members in housekeeping by engaging men and children in cleaning. ...
... Similar to sighted users [28,36], most participants (e.g., Ara, Ahmed, Kat) used service robots because they were convenient and time-saving, enabling multitasking. More importantly, the service robots enabled participants to accomplish tasks that were originally difficult or impossible for them. ...
Preprint
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Mobile service robots have become increasingly ubiquitous. However, these robots can pose potential accessibility issues and safety concerns to people with visual impairments (PVI). We sought to explore the challenges faced by PVI around mainstream mobile service robots and identify their needs. Seventeen PVI were interviewed about their experiences with three emerging robots: vacuum robots, delivery robots, and drones. We comprehensively investigated PVI's robot experiences by considering their different roles around robots -- direct users and bystanders. Our study highlighted participants' challenges and concerns about the accessibility, safety, and privacy issues around mobile service robots. We found that the lack of accessible feedback made it difficult for PVI to precisely control, locate, and track the status of the robots. Moreover, encountering mobile robots as bystanders confused and even scared the participants, presenting safety and privacy barriers. We further distilled design considerations for more accessible and safe robots for PVI.
... However, urban robotic interfaces differ from previously evaluated urban interfaces, not only in terms of mobility but also in terms of their increasing level of agency (Cila et al., 2017). While robots have been studied in the workplace and domestic context (Mutlu and Forlizzi, 2008;Forlizzi and DiSalvo, 2006), less is known about the implications of robots and their interfaces in the urban context. To inform the design of urban robotic interfaces and generate knowledge of how they can be successfully integrated into the urban fabric, we formulate the following question: ...
... direction of movement) (Owensby et al., 2018). Further, similar to domestic robots (Forlizzi and DiSalvo, 2006), research has shown that urban robots can provoke social interactions and trigger emotional responses (Hoggenmueller et al., 2020b). Assigning emotional cues to robots can thereby increase their social acceptance (Birnbaum et al., 2016;Koschate et al., 2016), as humans tend to interact with them as they would with living beings (Cauchard et al., 2016). ...
... Our chosen scenario is motivated by recent reports around the deployment of patrolling robots in urban neighbourhoods, as well as endeavours from the industry to make personal urban robots, such as cargo robots (Holley, 2019), available for the mainstream. This hints at a future in which we will see a rise of social robots not only in the well researched contexts of the domestic home (Forlizzi and DiSalvo, 2006) and busy (semi)-public spaces (e.g. airports) (Foster et al., 2018), but increasingly on the street in residential areas. ...
Thesis
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The contemporary city is increasingly mediated by computing and automation, promising to improve the quality of urban life. Urban robots represent the next generation of urban technologies, which are capable of sensing, autonomously operating and physically manipulating the urban environment. However, while research in engineering led the foundation for the technological development of urban robots, their human-centred design, including the design of the interfaces to facilitate encounters and interactions between humans and urban robots, has been less explored. Furthermore, it remains an open question how to systematically prototype these complex technologies in urban environments. The research aim of this thesis is to advance the understanding of the design space of urban robotic interfaces. To achieve this aim, this publication-based thesis employs a research in and through design approach, using methods from human-computer interaction. To seek a deeper understanding of the opportunities and challenges of designing urban robotic interfaces, existing urban interfaces and new ones emerging out of the intrinsic characteristics of urban robots are reviewed and classified. This review lays the foundation for the two implemented case studies, which form the core part of this thesis: First, a slow-moving urban robot that draws with chalk on the ground was designed and deployed as an urban probe to explore the potential of physicalised displays, and to investigate social interactions around urban robots. For the second case study, we guided the design of a low-resolution lighting display for a fully functional shared autonomous vehicle. The case studies consist of two empirical studies each, which were conducted in the wild and in the lab, respectively. The findings that emerged from this research expand the design space of urban robotic interfaces and shed light on the challenges in prototyping by offering conceptual, empirical and methodological contributions.
... Vacuuming robots are well researched and even though these are fairly 'stupid' machines for a manual task, studies have identifed social elements in how they become integrated into households. People enjoy personalizing their Roomba robot [69], it infuences the social practices of housekeeping, is given names, cleaning becomes a social activity [28], and people talk to Roomba robots as if it was a pet or teddy-bear. Various HRI studies observed how humans interpret robot behavior, ascribing agency and intentionality even to simple robots, thereby granting the robot a proto-social status. ...
... Nevertheless, given the Roomba has been shown to be a useful household tool [28,69] and blending well into family lives, we saw this as a missed opportunity. The starting point for our work thus was to address the need for a foor cleaning robot while serving the needs of residents afected by dementia and explicitly designing a social role for the robot. ...
... Novel functionally assistive robots to be introduced in care homes and sharing space with residents, thus have to be approached as social actors, taking into account the residents' cognitive and emotional needs and reactions. Diferent from studies on Roomba [28,69] that found social agency for a non-social robot design, our design approach intentionally aimed at the ascription of social agency onto our robot Sanne, and invited playfulness. This design strategy was confrmed by reactions in our study, which spanned from playful reactions and approaches, laughs, to ironic smirks and jokes. ...
... Fink Towards happy housework: scenario-based experience design for household cleaning robotic system 3 social activities with a robot [20]. Similarly, Forlizzi's work uncovers that cleaning robots may affect family relationships by changing who cleans and how he/she cleans [21]. Families would be proud to own and show off an intelligent cleaning robot to friends; they may explore how to use it together, watch it work together and even do other housework together [21]. ...
... Similarly, Forlizzi's work uncovers that cleaning robots may affect family relationships by changing who cleans and how he/she cleans [21]. Families would be proud to own and show off an intelligent cleaning robot to friends; they may explore how to use it together, watch it work together and even do other housework together [21]. A cleaning robot can transform the cleaning task into a social activity, including the entire household [22]. ...
Article
Full-text available
INTRODUCTION: In the interwoven trend of the experience economy and advanced information technology, user experience becomes the substantial value of an interactive system. As one of the early innovations of a smart home, the current design of household cleaning robots is still driven by technology with a focus on pragmatic quality rather than the experiential value of a robotic system.OBJECTIVES: This paper aims to uplift the design vision of a cleaning robot from an automatic household appliance towards a meaningful robotic system engaging users in happy housework.METHODS: Theoretically, experience design and scenario-based design methods were combined into a specific design framework for domestic cleaning robotic systems. Based on the user study and technology trend analysis, we first set three experience goals (immersion, trust, and inspiration) to drive the design process, then chose 3D point cloud and AI recognition as backup technologies and afterwards extracted three main design scenarios (scanning and mapping, intelligent cleaning, and live control).RESULTS: The design features multi-view switching, a combination of animation rendering and real scene, fixed-point cleaning, map management, lens control and flexible remote, and shooting modes are proposed. Seventy-one participants evaluated the concept with online AttrakDiff questionnaires. The results indicate the targeted experience is fulfilled in the design concept.CONCLUSION: By integrating experience design and scenario-based design methods with technology trend analysis, designers can envision experiential scenarios of meaningful life and potentially expand the design opportunity space of interactive systems.
... Adapting one's home to Roomba is not a one-time task; it is an ongoing process. Users must remain vigilant and remember that Roomba will fail to complete its cleaning schedule if they forget to tidy their homes appropriately beforehand (Forlizzi and DiSalvo, 2006). Even when users have taken these precautions, they frequently have to rescue their Roomba when it gets stuck (underneath a chair or cabinet) (Sung et al., 2007). ...
... Although users generally seem to appreciate having these robots vacuum their homes (Forlizzi and DiSalvo, 2006), it is uncertain whether they save any time at all. Indeed, Roomba cannot clean floors as effectively as a human with a manual vacuum cleaner (Vaussard et al., 2014). ...
Article
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Housework is hard work. Keeping our homes clean, tidy and comfortable takes effort and every moment we spend on housework (that we would prefer to avoid) means we have less time to devote to our private lives. Over the past two decades, numerous companies have created robots designed to relieve their owners of housework. Having robots take care of housework for us, it seems, would enable us to focus our energy at home on private pursuits we find valuable, such as spending quality time with our loved ones, recreation, and relaxation. Although this line of reasoning helps explain why domestic robots are in high demand, this article will contest its validity throughout. By drawing from historical accounts of older, ostensibly labour-saving domestic technologies, it will argue that we should expect domestic robots to alter the nature of housework rather than reduce the need for it. Overall, it will argue that domestic robots change what needs to be done for their owners to enjoy their private lives.
... Commercial robots are becoming more integrated into our daily human lives, such as robotic cleaners at home [1], automatic drone delivery services [2], and collaborative robots in manufacturing [3]. As robots become more integrated with human environment, where many operations are designed to be executed by two arms, several robots have been designed to mimic these human two-arm operations. ...
... Once the mechanical structure is built, a wireless signal conditioning unit is attached to the linear displacement sensor to transfer the measured data to a remote computer through 1 Certain trade names and company products are mentioned in the text or identified in an illustration to adequately specify the experimental procedure and equipment used. In no case does such an identification imply recommendation or endorsement by the National Institute of Standards and wireless communication. ...
Article
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Most existing robot performance evaluation methods focus on single robotic arms performing independent motion tasks. In this paper, a motion gauge is proposed to evaluate the symmetrical coordinated-motion performance between two robotic arms. For this evaluation, the proposed device monitors the relative distance between the two robotic arms in real-time, which is used to evaluate the coordinated-motion errors with respect to accuracy, and repeatability between the two arms. The proposed metrology device is composed of two linear displacement sensors sliding on a linear rail, two ball-and-socket magnetic couplers for mounting to robotic arms, and a wireless communication module for data transmission. For validation, the proposed system monitored the two robotic arms programmed to simulate symmetrical coordinated motions.
... User studies about the Roomba robot showed that the owners exhibited different behaviors from the same robot vacuum cleaner; some gave it a name while it emptied its way, and some treated it like any other home application and did not talk to it [Takayama 2011;Forlizzi and Disalvo 2006]. This implied that the status of an entity's agency is not static, and the predefined and programmed functions of the entity and the perception of agency influence how we behave and interact with an entity. ...
Chapter
As artificial agents are introduced into diverse workplaces, basic configurations underlying the organization of work undergo a fundamental change. This implies that the work we do is subject to alteration along with who does the work that opens new social challenges. Questions regarding the extent of acceptance of these agents in work set�tings as well as the consequences of collaborating with artificial agents on human agents indicate the need to better understand the mechanisms that underpin a collaborative sociotechnical system. This book chapter discusses how the interplay between humans and artificial agents enables human–robot collaboration as a new way of working. Thus, we first focused on the agents and their interactive processes in the system to analyze how agency is ascribed to nonhuman entities. Thereafter, the results of two experiments are presented to reflect on the impact of attributing agency to an artificial agent on humans. This study provides recommendations for the design of artificial agents and organizational strategies in terms of which social practices and changes in the working context are required to provide possibilities for successful collaborations.
... [6]), and the behaviors of social others with the robot that model the interpretations that users are meant to take. Our study is informed by these prior studies of HRI in everyday settings, including public and domestic spaces [2,3,5,8,10,33]. ...
... Interaction relationship between human and robot, which is an considerable factor in the user experience and acceptance of the product by the user, also emerges in the robot vacuum cleaner. Reporting of anthropomorphic aspects, defined as attributing human-specific featureston on-humans, in research on robot vacuum cleaner experience (Forlizzi & DiSalvo, 2006;Sung, Grinter & Christensen, 2010) and in particular, users' attribution of a personality and gender to robot vacuums is the most common anthropomorphization known to users. It is an indication that it adapts easily to vacuum cleaners. ...
Article
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Consumers, whose purchasing behaviors have under gone significant changeswith the technological developments, prefer products that make their lives easier. The importance of internet-equipped objects is increasing in human life. Robot vacuums, one of the online objects that emerged with the combination of electronic device, computer and internet, constitute the field of study of this research. The increase observed in the use of service robots in homes, which are the most minimal areas where robot technologies are used, necessitates research. As a result of the analyzes, it was found that the positive confirmation, which is the result of product experience, has a positive effect on perceived usefulness and satisfaction. In addition, it was found that perceived usefulness hada positive effect on satisfaction and continuance intention, hedonic benefit had a positive effect on satisfaction and continuance intention, and habit and satisfaction had a positive effect on continuance intention.
... The advance in AI technologies enables service robots to deliver services with greater productivity, efficacy, and efficiency (Wirtz et al., 2018) as compared to human employees (Calderone, 2019). As a result, an increasing number of firms begin to adopt service robots to perform tasks in different contexts, such as schools, homes, hospitals, and hotels (Bera et al., 2018;Forlizzi & DiSalvo, 2006). ...
Article
As the role of service robots has become increasingly important in service encounters, existing literature has widely adopted the technology acceptance model to understand customers' acceptance of robotic services. However, it remains unclear how customers' responses to service robots can vary in different service contexts. This research seeks to address this issue by experimentally examining customer-robot encounters in two different types of service contexts, full and limited services. The results of our multi-group SEM analysis show that customers who perceive having quality interaction with a service robot are more likely to perceive the robot as useful, form positive attitudes toward using the service robot, and experience rapport with the service robot in a full-service context than a limited-service context. Our findings contribute theoretically to the literature on robotic services and the technology acceptance model and provide implications for incorporating service robots into the design of full- and limited-service contexts.
... Since the start of the IEEE/ACM International Conference on Human-Robot Interaction in 2006, (some) researchers have been concerned with whether user gender might influence human-robot interaction (HRI) [26,32,88]. Today, HRI works continue to examine the impact of user gender [52,69,78], robot gendering [15,93] and if/how these two might interact [25,34,45,58]. ...
Article
Recent work identified a concerning trend of disproportional gender representation in research participants in Human-Computer Interaction (HCI). Motivated by the fact that Human-Robot Interaction (HRI) shares many participant practices with HCI, we explored whether this trend is mirrored in our field. By producing a dataset covering participant gender representation in all 684 full papers published at the HRI conference from 2006-2021, we identify current trends in HRI research participation. We find an over-representation of men in research participants to date, as well as inconsistent and/or incomplete gender reporting which typically engages in a binary treatment of gender at odds with published best practice guidelines. We further examine if and how participant gender has been considered in user studies to date, in-line with current discourse surrounding the importance and/or potential risks of gender based analyses. Finally, we complement this with a survey of HRI researchers to examine correlations between the who is doing with the who is taking part, to further reflect on factors which seemingly influence gender bias in research participation across different sub-fields of HRI. Through our analysis we identify areas for improvement, but also reason for optimism, and derive some practical suggestions for HRI researchers going forward.
... The current proliferation of mobile robots spans ecological monitoring, warehouse management and extreme environment exploration, to an individual consumer's home [1][2][3][4] . This expanding frontier of applications requires robots to transit multiple environments, a substantial challenge that traditional robot design strategies have not effectively addressed 5,6 . ...
Article
Full-text available
The current proliferation of mobile robots spans ecological monitoring, warehouse management and extreme environment exploration, to an individual consumer’s home1–4. This expanding frontier of applications requires robots to transit multiple environments, a substantial challenge that traditional robot design strategies have not effectively addressed5,6. For example, biomimetic design—copying an animal’s morphology, propulsion mechanism and gait—constitutes one approach, but it loses the benefits of engineered materials and mechanisms that can be exploited to surpass animal performance7,8. Other approaches add a unique propulsive mechanism for each environment to the same robot body, which can result in energy-inefficient designs9–11. Overall, predominant robot design strategies favour immutable structures and behaviours, resulting in systems incapable of specializing across environments12,13. Here, to achieve specialized multi-environment locomotion through terrestrial, aquatic and the in-between transition zones, we implemented ‘adaptive morphogenesis’, a design strategy in which adaptive robot morphology and behaviours are realized through unified structural and actuation systems. Taking inspiration from terrestrial and aquatic turtles, we built a robot that fuses traditional rigid components and soft materials to radically augment the shape of its limbs and shift its gaits for multi-environment locomotion. The interplay of gait, limb shape and the environmental medium revealed vital parameters that govern the robot’s cost of transport. The results attest that adaptive morphogenesis is a powerful method to enhance the efficiency of mobile robots encountering unstructured, changing environments.
... These studies cover various perspectives of technologies at home. For example, one research examined how autonomous, mobile service robots might fit into domestic spaces [31]. Meanwhile, another study investigated user configurations of ubiquitous domestic environments [37]. ...
... Robots are becoming an increasingly integral part of our daily lives, performing functions such as personal assistants, tour guides, and hospital nurses. Rather than working in factories, robots will populate our living spaces as social components [1,2]. As such, our interpretations of social robot behavior can impact our perception and our ability to collaborate successfully. ...
... The iRobot Roomba robots apart from the tasks for which they have been designed [14], are able to perform other actions thanks to the Open Interface that it has, through which it is possible to send commands. This, in addition to the low cost of these robots, has caused them to be used for different jobs [15]. ...
Preprint
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In some situations the communications of a place can be affected, totally lost, or not even exist. In these cases, the MANETs play an important role, allowing to establish a communications point using the different nodes of the network to reach the destination using decentralized communications. This paper proposes the implementation of a Robotic MANET, a decentralized network using robots as its nodes, which allows to move the network nodes to the desired location remotely. For this, each robot has as a core a Raspberry Pi with the capabilities to perform audio and video streaming, remote control of robots, tracking of objects, and deployment of wireless networks. To protect the network, different security mechanisms are used that allow secure authentication on the network by different nodes and encryption of information transmitted between them. All communications are protected through Identity-Based Cryptography, specifically with an Identity-Based Signcryption scheme.
... Especially in indoor environments, mobile robots can be used for many different purposes. There exists studies for military purposes for bomb and mine scanning and demining [1], healthcare services [2,3], rehabilitation studies [4,5], factory and industrial areas [6,7], cleaning services [8,9], museum guidance [10], and other different fields [11,12]. In these frameworks, position estimation methods [13], which are discussed under the umbrella of indoor positioning and mobile robot localization technology, come into the picture. ...
Article
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Wireless Local Area Network (WLAN) positioning is a challenging task indoors due to environmental constraints and the unpredictable behavior of signal propagation, even at a fixed location. The aim of this work is to develop deep learning-based approaches for indoor localization and tracking by utilizing Received Signal Strength (RSS). The study proposes Multi-Layer Perceptron (MLP), One and Two Dimensional Convolutional Neural Networks (1D CNN and 2D CNN), and Long Short Term Memory (LSTM) deep networks architectures for WLAN indoor positioning based on the data obtained by actual RSS measurements from an existing WLAN infrastructure in a mobile user scenario. The results, using different types of deep architectures including MLP, CNNs, and LSTMs with existing WLAN algorithms, are presented. The Root Mean Square Error (RMSE) is used as the assessment criterion. The proposed LSTM Model 2 achieved a dynamic positioning RMSE error of 1.73m, which outperforms probabilistic WLAN algorithms such as Memoryless Positioning (RMSE: 10.35m) and Nonparametric Information (NI) filter with variable acceleration (RMSE: 5.2m) under the same experiment environment.
... Simultaneous Localization and Mapping (SLAM) remains at the center stage of robotics research, after more than 30 years since its inception. SLAM is without a doubt a mature field of research, and the advances over the last three decades keep steadily transitioning into industrial applications, from domestic robotics [1]- [3], to self-driving cars [4] and virtual and augmented reality goggles [5], [6]. At the same time, its pervasive nature and its blurry boundaries as a robotics subfield still leave space for exciting research progress. ...
Preprint
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This paper reports on the state of the art in underground SLAM by discussing different SLAM strategies and results across six teams that participated in the three-year-long SubT competition. In particular, the paper has four main goals. First, we review the algorithms, architectures, and systems adopted by the teams; particular emphasis is put on lidar-centric SLAM solutions (the go-to approach for virtually all teams in the competition), heterogeneous multi-robot operation (including both aerial and ground robots), and real-world underground operation (from the presence of obscurants to the need to handle tight computational constraints). We do not shy away from discussing the dirty details behind the different SubT SLAM systems, which are often omitted from technical papers. Second, we discuss the maturity of the field by highlighting what is possible with the current SLAM systems and what we believe is within reach with some good systems engineering. Third, we outline what we believe are fundamental open problems, that are likely to require further research to break through. Finally, we provide a list of open-source SLAM implementations and datasets that have been produced during the SubT challenge and related efforts, and constitute a useful resource for researchers and practitioners.
... First, environmental differences were not considered. One study reported that even for robots of the lowest level (e.g., cleaning robots), regarding the household as an environment is necessary, and the influence of factors, such as people, products, and activities, in that environment must be considered (Forlizzi and DiSalvo, 2006). Users exhibit varying attitudes toward, preferences for, and degrees of trust in robots depending on the environment (Huang and Mutlu, 2013;Savela et al., 2018). ...
Article
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Since their development, social robots have been a popular topic of research, with numerous studies evaluating their functionality or task performance. In recent years, social robots have begun to be regarded as social actors at work, and their social attributes have been explored. Therefore, this study focused on four occupational fields (shopping reception, home companion, education, and security) where robots are widely used, exploring the influence of robot gestures on their perceived personality traits and comparing the gesture design guidelines required in specific occupational fields. The study was conducted in two stages. In the first stage, an interactive script was developed; moreover, observation was employed to derive gestures related to the discourse on the fields of interest. The second stage involved robot experimentation based on human–robot interaction through video. Results show that metaphoric gestures appeared less frequently than did deictic, iconic, or beat gestures. Robots’ perceived personality traits were categorized into sociality, competence, and status. Introducing all types of gestures helped enhance perceived sociality. The addition of deictic, and iconic gestures significantly improved perceived competence and perceived status. Regarding the shopping reception robot, after the inclusion of basic deictic and iconic gestures, sufficient beats gestures should be implemented to create a friendly and outgoing demeanor, thereby promoting user acceptance. In the home companion, education, and security contexts, the addition of beat gestures did not affect the overall acceptance level; the designs should instead be focused on the integration of the other gesture types.
... If the butler robot does not already exist as the previously cited studies expected, functional vacuum robots have entered many households. Studies of the Roomba vacuum robot have been carried out in the home [15,16,17,41,42]. These studies showed the influence of the robot on the home's ecosystem and the impact on people's relationships. ...
Conference Paper
Feeling together and at the same time feeling free while sharing the same roof is a balance that newly retired couples try to reach. Indeed the beginning of retirement is complex, and sometimes, even when both spouses find themselves at home together, some spouses could experience a feeling of loneliness. To respond to this insight, we introduce the concept of “sensible presence robject” - Yōkobo to fill this loneliness gap through subtle interactions. The pictorial introduces and describes the different steps of the design process of Yōkobo as a nonanthropomorphic and non-vocal robot for the entrance of dwellings. Through its expressiveness, Yōkobo is a presence messenger for newly retired couples. On a larger scale, this research is a manifesto for the slow technology trend in which perceptions and time open a discussion on poetic sensibility.
Article
Imagine a near-future smart home. Home-embedded visual AI sensors continuously monitor the resident, inferring her activities and internal states that enable higher-level services. Here, as home-embedded sensors passively monitor a free person, good inferences happen randomly. The inferences' confidence highly depends on how congruent her momentary conditions are to the conditions favored by the AI models, e.g., front-facing or unobstructed. We envision new strategies of AI-to-Human Actuation (AHA) that empower the sensory AIs with proactive actuation so that they induce the person's conditions to be more favorable to the AIs. In this light, we explore the initial feasibility and efficacy of AHA in the context of home-embedded visual AIs. We build a taxonomy of actuations that could be issued to home residents to benefit visual AIs. We deploy AHA in an actual home rich in sensors and interactive devices. With 20 participants, we comprehensively study their experiences with proactive actuation blended with their usual home routines. We also demonstrate the substantially improved inferences of the actuation-empowered AIs over the passive sensing baseline. This paper sets forth an initial step towards interweaving human-targeted AIs and proactive actuation to yield more chances for high-confidence inferences without sophisticating the model, in order to improve robustness against unfavorable conditions.
Chapter
Anthropomorphe Dienstleistungsroboter gewinnen immer mehr an Popularität. Je leistungsfähiger sie werden und je stärker sie in unserem Alltag integriert sind, desto wichtiger wird die verantwortungsbewusste Gestaltung der Mensch-Roboter-Interaktion (MRI). Hierbei sind Menschenwürde, Transparenz, Privatsphäre, Datenschutz und Compliance im verantwortungsbewussten Einsatz anthropomorpher Dienstleistungsroboter von zentraler Bedeutung. Dieser Beitrag nennt Tätigkeiten von Dienstleistungsrobotern im Handel und bietet einen interdisziplinären Überblick über den aktuellen Forschungsstand zur verantwortungsbewussten Gestaltung der MRI unter besonderer Berücksichtigung der vier Disziplinen Ethik, Recht, Psychologie und Technik. Zudem wird ein interdisziplinärer Bezugsrahmen für die Gestaltung einer verantwortungsbewussten MRI mit anthropomorphen Dienstleitungsrobotern entwickelt und präsentiert. Abschließend werden wissenschaftliche Implikationen abgeleitet und weitere Forschungsfelder hinsichtlich einer verantwortungsbewussten Gestaltung der MRI mit anthropomorphen Dienstleistungsrobotern formuliert.
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در سال‌های اخیر; تکنولوژی هوش مصنوعی - فناوری‌های هوش مصنوعی (AI) به‌سرعت توانسته ماهیت تعاملات خدماتی را در صنعت رستوران و مهمان‌نوازی به‌ویژه هتل‌های سبز محور (اکوهتل ها) با سرعتی شتابان تغییر دهد. ازآنجایی‌که نقش روبات‌های خدماتی در برخوردهای خدماتی اهمیت فزاینده‌ای پیدا کرده است، ادبیات موجود به‌طور گسترده‌ای مدل پذیرش فناوری را برای درک پذیرش مشتریان از خدمات رباتیک اتخاذ کرده است. بااین‌حال، هنوز مشخص نیست که چگونه پاسخ‌های مشتریان به روبات‌های خدماتی در زمینه‌های مختلف خدمات متفاوت است. ضرورت پیدا کرده است. هدف از بررسی مطالعاتی تحقیقی این مقاله این است که چگونگی پاسخ مشتریان به فناوری‌های نوین به‌ویژه (رباتیک) در زمینه خدمات (کامل و محدود) در رستوران و هتل‌های سبز محور (اکوهتل ها) محدود و یا متفاوت باشد؛ زیرا بررسی این موضوع و نقش کاربردی روبات‌های خدماتی می‌تواند در انواع برخوردهای خدماتی متفاوت باشد. روش تحقیق مورد بررسی از نوع روش تحقیق تجربی است که در مواجهه با مشتریان با روبات‌ها در دو نوع مختلف (خدمات کامل و محدود) به دنبال پرداختن موضوع می‌باشد. فرضیه‌های اصلی این تحقیق کیفیت تعامل درک شده مشتریان با یک ربات خدماتی تأثیر مثبتی بر سودمندی درک شده آن‌ها از ربات خدماتی دارد. کیفیت تعامل درک شده مشتریان با یک ربات خدماتی تأثیر مثبتی بر سهولت درک شده در استفاده از ربات خدماتی دارد. نتیجه‌گیری و تجزیه‌وتحلیل مدل معادلات ساختاری (SEM) چند گروهی به ما نشان می‌دهد مشتریانی که تعامل با کیفیت با یک ربات خدماتی را درک می‌کنند، احتمالاً ربات را مفید می‌دانند، نگرش مثبتی نسبت به استفاده از ربات خدماتی ایجاد می‌کنند و ارتباط کامل با ربات خدمات را تجربه می‌کنند. زمینه خدمات نسبت به زمینه خدمات محدود. یافته‌های ما ازلحاظ نظری به ادبیات مربوط به خدمات رباتیک و مدل پذیرش فناوری کمک می‌کند و مفاهیمی را برای ترکیب روبات‌های خدماتی در طراحی زمینه‌های مدیریت خدمات کامل و محدود در صنعت رستوران و هتل‌های سبز ارائه می‌دهد.
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For elders who remain independent in their homes, the home becomes more than just a place to eat and sleep. The home becomes a place where people care for each other, and it gradually subsumes all activities. This article reports on an ethnographic study of aging adults who live independently in their homes. Seventeen elders aged 60 through 90 were interviewed and observed in their homes in 2 Midwestern cities. The goal is to understand how robotic products might assist these people, helping them to stay independent and active longer. The experience of aging is described as an ecology of aging made up of people, products, and activities taking place in a local environment of the home and the surrounding community. In this environment, product successes and failures often have a dramatic impact on the ecology, throwing off a delicate balance. When a breakdown occurs, family members and other caregivers have to intervene, threatening elders' independence and identity. This article highlights the interest in how the elder ecology can be supported by new robotic products that are conceived of as a part of this interdependent system. It is recommended that the design of these products fit the ecology as part of the system, support elders' values, and adapt to all of the members of the ecology who will interact with them.
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We introduce the PlaceLab, a new "living laboratory" for the study of ubiquitous technologies in home settings. The PlaceLab is a tool for researchers developing context-aware and ubiquitous interaction technologies. It complements more traditional data gathering instruments and methods, such as home ethnography and laboratory studies. We describe the data collection capabilities of the laboratory and current examples of its use.
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LACKING OTHER criteria, we make judgments based on our own culture, values, and experience. The trouble is this narrow point of view isn't effective in the global marketplace. Design ethnography extends the cultural panorama. Illustrating this strategy and trying to decipher its implications for developing products and services, Tony Salvador, Genevieve Bell, and Ken Anderson ponder the relationships between the American family room and the Italian kitchen table, between food shopping and the importance of friendship.
Conference Paper
We discuss a way to set up a reliable 3D office scene recognition and interpretation scheme for a home robot using artificial vision only. It is a very difficult problem which has been studied by numerous scientists for many years. We do not pretend to describe the solution of this problem in the present paper, but simply to express our state of mind. Our efforts are concentrated on the manner to produce a well posed problem and on the use of an analysis/synthesis feedback loop in order to solve it. It is expected to produce a more robust solution than the visual open loop solutions already available in the literature
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The definition of the desired functions and the design of an ultimate versatile personal robot is an ongoing debate. Meanwhile, however, precursors of this yet to evolve species are well on their way to become commercial products. Cleaning robots for public environments as well as for private households seem to be able to provide the breakthrough which the designers of non-industrial robot systems have long awaited. This survey describes a selection of 30 different cleaning robots, with the first developments reaching back more than 15 years. With a few exceptions we have focused on floor cleaning, in particular indoor floor cleaning. We describe a variety of scrubbing and vacuuming robots which were developed for this task. The described systems range from heavy, large, and expensive industrial cleaning vehicles to small-size, light-weight, low-cost household devices. Thesurvey does not include, however, systems for cleaning facades of buildings, or windows, or production tools. Although not all of the 30 cleaning robots abovementioned have yet reached the state of commercial products, their number alone certainly reflects the expectations regarding the economic value associated with the automation of cleaning tasks. In Europe only the estimates for the market for cleaning services range up to the order of US$ 100 billion per year. It is therefore not surprising that the cleaning industry and the manufacturers of cleaning devices arerather enthusiastic with respect to the automation of cleaning tasks using (semi-)autonomous mobile robot systems.
Book
Technologies have a life cycle, says Donald A. Norman, and they must change as they pass from youth to maturity. Alas, the computer industry thinks it is still in its rebellious teenage years, exalting in technical complexity. Customers want change. They are ready for products that offer convenience, ease of use, and pleasure. The technology should be invisible, hidden from sight. In this book Norman shows why the computer is so difficult to use and why this complexity is fundamental to its nature. The only answer is to develop information appliances that fit people's needs and lives. To do this, companies have to change the way they develop products. They need to start with an understanding of people: user needs first, technology last—the opposite of how things are done now.
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This paper discusses the use of computer vision in pervasive healthcare systems, specifically in the design of a sensing agent for an intelligent environment that assists older adults with dementia during an activity of daily living. An overview of the techniques applied in this particular example is provided, along with results from preliminary trials completed using the new sensing agent. A discussion of the results obtained to date is presented, including technical and social issues that remain for the advancement and acceptance of this type of technology within pervasive healthcare.
Conference Paper
The purpose of this paper is to present our design philosophy for service robotics research and development and describe our current efforts along this line. Our approach begins with a discussion of the role of service robotics and some features that are unique to service robotics. We then describe our design philosophy that emphasizes compromise and practicality in design. We will use this philosophy in the design and integration of a new service robot system, based on ISAC and HERO. ISAC is a stationary service robot designed to feed physically challenged individuals that is operated by voice command. HERO is a small mobile robot integrated into the system to provide new functionality for the user. We will make use of our design philosophy to solve some of the robot navigation problems and describe how our approach will help us solve these problems in an efficient manner. Some problems will be approached by a technical solution, and other problems will be solved through an expanded user interface and appeal to the intelligence of the user of the system. Performance of a useful service with limited intervention from a user at a reasonable cost is our goal
The industrial revolution in the home The Social Shaping of TechnologyAssistive Robotics and an Ecology of Elders Living Independently in Their Homes
  • R S Cowan
  • J Forlizzi
  • C Disalvo
  • F Gemperle
Cowan, R.S. (1985). The industrial revolution in the home. In Donald MacKenzie and Judy Wajcman, (Eds.), The Social Shaping of Technology. Philadelphia: Open University Press. [7] Forlizzi, J., DiSalvo, C., and Gemperle, F. "Assistive Robotics and an Ecology of Elders Living Independently in Their Homes." Journal of HCI Special Issue on Human-Robot Interaction, V19 N1/2, January, 2004, 25-59.
London : Thames and Hudson
  • J Heskett
  • Heskett J.