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Process mining can be applied to software too! 14

Process mining can be applied to software too!

引用

8th acm/IEEE International symposium on Empirical software Engineering and Measurement, ESEM 2014

作者： Rubin, Vladimir A. Mitsyuk, Alexey A. Lomazova, Irina A. Van Der Aalst, Wil M.P. Dr. Rubin IT Consulting Frankfurt am Main60599 Germany Msg Systems AG Germany 33 Kirpichnaya Str. Moscow Russia Architecture of Information Systems Eindhoven University of Technology P.O. Box 513 MB EindhovenNL-5600 Netherlands

ISBN: (纸本)9781450327749

Modern information systems produce tremendous amounts of event data. The area of process mining deals with extracting knowledge from this data. Real-life processes can be effectively discovered, analyzed and optimized with the help of mature process mining techniques. There is a variety of process mining case studies and experience reports from such business areas as healthcare, public, transportation and education. Although nowadays, these techniques are mostly used for discovering business processes. The goal of this industrial paper is to show that process mining can be applied to software too. Here we present and analyze our experiences on applying process mining in different productive software systems used in the touristic domain. Process models and user interface workflows underlie the functional specifications of the systems we experiment with. When the systems are utilized, user interaction is recorded in event logs. After applying process mining methods to these logs, process and user interface flow models are automatically derived. These resulting models provide insight regarding the real usage of the software, motivate the changes in the functional specifications, enable usability improvements and software redesign. Thus, with the help of our examples we demonstrate that process mining facilitates new forms of software analysis. The user interaction with almost every software system can be mined in order to improve the software and to monitor and measure its real usage. © 2014 Authors.

关键词： user interfaces

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Sharedo: To-do list interface for human-agent task sharing 14

Sharedo: To-do list interface for human-agent task sharing

引用

2nd International Conference on Human-Agent Interaction, HAI 2014

作者： Kato, Jun Sakamoto, Daisuke Igarashi, Takeo Goto, Masataka National Institute of Advanced Industrial Science and Technology Japan University of Tokyo Japan

ISBN: (纸本)9781450330350

In this paper, we propose a to-do list interface for sharing tasks between human and multiple agents including robots and software personal assistants. While much work on software architectures aims to achieve efficient (semi-)autonomous task coordination among human and agents, little work on user interfaces can be found for user-oriented flexible task coordination. Instead, most of the existing human-agent interfaces are designed to command a single agent to handle specific kinds of tasks. Meanwhile, our interface is designed to be a platform to share any kinds of tasks between users and multiple agents. When agents can handle the task, they ask for details and permission to execute it. Otherwise, they try supporting users or just keep silent. New tasks can be registered not only by humans but also by agents when errors occur that can only be fixed by human users. We present the interaction design and implementation of the interface, Sharedo, with three example agents, followed by brief user feedback collected from a preliminary user study. Copyright © 2014 acm.

关键词： Human robot interaction

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Task oriented programming with purely compositional interactive Scalable Vector Graphics 14

Task oriented programming with purely compositional interact...

引用

26th symposium on Implementation and Application of Functional Languages, IFL 2014

作者： Achten, Peter Stutterheim, Jurriën Domoszlai, László Plasmeijer, Rinus Radboud University ICIS MBSD Nijmegen Netherlands Eötvös Loránd University Software Technology Department Budapest Hungary

ISBN: (纸本)9781450332842

iTasks enables the rapid creation of multi-user web-applications by automatically generating form-based graphical user interfaces (GUIs) for any first-order type. In some situations, however, form-based GUIs are not sufficient or do not even make sense. We introduce a purely compositional library for creating interactive user interface components, based on Scalable Vector Graphics (SVG). Not only are all images purely compositional, interaction on them is specified by pure functions. The graphics library is integrated with iTasks in such a way that one can easily switch between the generic form-like GUIs and graphics-based user interfaces. Still, a large part of the library is fully iTasks-agnostic and can therefore be used in other contexts as well. We demonstrate the capabilities of this library by implementing the multi-player Ligretto card game in iTasks. This is an interesting case study because it requires a good answer to the challenges of defining multi-user, distributed applications with appealing graphics. Copyright © 2014 acm.

关键词： Graphical user interfaces

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Mila-S: Generation of agent-based simulations from conceptual models of complex systems 14

Mila-S: Generation of agent-based simulations from conceptua...

引用

19th International Conference on Intelligent user interfaces, IUI 2014

作者： Joyner, David A. Goel, Ashok K. Papin, Nicolas M. Design and Intelligence Laboratory School of Interactive Computing Georgia Institute of Technology 85 5th Street NW Atlanta GA 30308 United States

ISBN: (纸本)9781450321846

Scientists use both conceptual models and executable simulations to help them make sense of the world. Models and simulations each have unique affordances and limitations, and it is useful to leverage their affordances to mitigate their respective limitations. One way to do this is by generating the simulations based on the conceptual models, preserving the capacity for rapid revision and knowledge sharing allowed by the conceptual models while extending them to provide the repeated testing and feedback of the simulations. In this paper, we present an interactive system called MILA?S for generating agent-based simulations from conceptual models of ecological systems. Designed with STEM education in mind, this user-centered interface design allows the user to construct a Component-Mechanism-Phenomenon conceptual model of a complex system, and then compile the conceptual model into an executable NetLogo simulation. In this paper, we present the results of a pilot study with this interface with about 50 middle school students in the context of learning about ecosystems. © 2014 acm.

关键词： Ecology

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AllAboard: Visual exploration of cellphone mobility data to optimise public transport 14

AllAboard: Visual exploration of cellphone mobility data to ...

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19th International Conference on Intelligent user interfaces, IUI 2014

作者： Di Lorenzo, Giusy Sbodio, Marco Luca Calabrese, Francesco Berlingerio, Michele Nair, Rahul Pinelli, Fabio IBM Research IBM Technology Campus Damastown Industrial Estate Dublin Ireland

ISBN: (纸本)9781450321846

The deep penetration of mobile phones offers cities the ability to opportunistically monitor citizens' mobility and use datadriven insights to better plan and manage services. In this context, transit operators can leverage pervasive mobile sensing to better match observed demand for travel with their service offerings. In this paper we present AllAboard, an intelligent tool that analyses cellphone data to helps city authorities in exploring urban mobility and optimizing public transport. An interactive user interface allows transit operators to explore the travel demand in both space and time, evaluate the quality of service that a transit network provides to the citizens, and test scenarios for transit network improvements. The system has been tested using real telecommunication data for the city of Abidjan, Ivory Coast, and evaluated from a data mining, optimisation and user prospective. © 2014 acm.

关键词： Urban transportation

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7th International symposium on Visual Information Communication and Interaction, VINCI 2014

7th International Symposium on Visual Information Communicat...

引用

7th International symposium on Visual Information Communication and Interaction, VINCI 2014

ISBN: (纸本)9781450327657

The proceedings contain 40 papers. The topics discussed include: adaptive visualization interface that manages user’s cognitive load based on interaction characteristics;a flip-book of edge-splatted small multiples for visualizing dynamic graphs;visualizing bag-of-features image categorization using anchored maps;parallel coordinates with data labels;generating reusable visual notations using model transformation;encapsulating interaction techniques of 3D language editors in visual patterns;interactive sand art drawing using Kinect;a time-based visualization for web user classification in social networks;mobile visualization supporting awareness in collaborative software development;developing useful visualizations of domestic energy usage;and towards a cognitive approach to user-centered visualization design and evaluation.

关键词： Metadata

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Vote with your feet: Local community polling on urban screens 14

Vote with your feet: Local community polling on urban screen...

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3rd acm International symposium on Pervasive Displays, PerDis 2014

作者： Steinberger, Fabius Foth, Marcus Alt, Florian Urban Informatics Research Lab Queensland University of Technology 130 Victoria Park Rd Kelvin Grove QLD 4059 Australia Media Informatics Group University of Munich Amalienstrasse 17 80333 Munich Germany

ISBN: (纸本)9781450329521

Falling prices have led to an ongoing spread of public displays in urban areas. Still, they mostly show passive content such as commercials and digital signage. At the same time, technological advances have enabled the creation of interactive displays potentially increasing their attractiveness for the audience, e.g. through providing a platform for civic discourse. This poses considerable challenges, since displays need to communicate the opportunity to engage, motivate the audience to do so, and be easy to use. In this paper we present Vote With Your Feet, a hyperlocal public polling tool for urban screens allowing users to express their opinions. Similar to vox populi interviews on TV or polls on news websites, the tool is meant to reflect the mindset of the community on topics such as current affairs, cultural identity and local matters. It is novel in that it focuses on a situated civic discourse and provides a tangible user interface, tackling the mentioned challenges. It shows one Yes/No question at a time and enables users to vote by stepping on one of two tangible buttons on the ground. This user interface was introduced to attract people's attention and to lower participation barriers. Our field study showed that Vote With Your Feet is perceived as inviting and that it can spark discussions among co-located people.

关键词： Ubiquitous computing

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Cross-platform feature matching for web applications 2014

Cross-platform feature matching for web applications

引用

23rd International symposium on software Testing and Analysis, ISSTA 2014

作者： Choudhary, Shauvik Roy Prasad, Mukul R. Orso, Alessandro Georgia Institute of Technology AtlantaGA United States Fujitsu Laboratories of America SunnyvaleCA United States

ISBN: (纸本)9781450326452

With the emergence of new computing platforms, software written for traditional platforms is being re-targeted to reach the users on these new platforms. In particular, due to the proliferation of mobile computing devices, it is common practice for companies to build mobile-specific versions of their existing web applications to provide mobile users with a better experience. Because the differences between desk- Top and mobile versions of a web application are not only cosmetic, but can also include substantial rewrites of key components, it is not uncommon for these different versions to provide different sets of features. Whereas some of these differences are intentional, such as the addition of location- based features on mobile devices, others are not and can negatively affect the user experience, as confirmed by numerous user reports and complaints. Unfortunately, checking and maintaining the consistency of different versions of an application by hand is not only time consuming, but also error prone. To address this problem, and help developers in this difficult task, we propose an automated technique for matching features across different versions of a multi- platform web application. We implemented our technique in a tool, called FMAP, and used it to perform a preliminary empirical evaluation on nine real-world multi-platform web applications. The results of our evaluation are promising. FMAP was able to correctly identify missing features between desktop and mobile versions of a set of web applications, as confirmed by our analysis of user reports and software fixes for these applications. Copyright 2014 acm.

关键词： Application programs

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Application behavior analysis in resource consumption for mobile devices 14

Application behavior analysis in resource consumption for mo...

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29th Annual acm symposium on Applied Computing, SAC 2014

作者： Chang, Su-Wei Cheng, Sheng-Wei Hsiu, Pi-Cheng Kuo, Tei-Wei Lin, Ching-Wen Department of Computer Science and Information Engineering National Taiwan University Taiwan Research Center for Information Technology Innovation Academia Sinica Taiwan Institute of Information Science Academia Sinica Academia Sinica Taiwan Graduate Institute of Networking and Multimedia National Taiwan University Taiwan Department of Computer Science and Information Engineering Sungkyunkwan University Korea Republic of Smart Network System Institute Institute for Information Industry Taiwan

ISBN: (纸本)9781450324694

The understanding of applications is a must to design proper resource scheduling policies and a cost-effective design of a mobile device. Different from the past work on user behavior studies or user-oriented resource allocation, we are interested in the "behavior" analysis of applications in resource consumption for mobile devices. In particular, we propose a way to select indices to capture the characteristics of a mobile device and then a way to visualize its resource consumption. Example streaming applications, namely YouTube and Vimeo, are taken as a case study to show the "behaviors" of the streaming applications in consuming resources and their difference. We then show how to use the same methodology to explore the differences in resource consumption for some functionalities of some popular social-network applications, namely Facebook and Twitter. The study provides not only insights to the resource needs of applications but also potential directions in software optimization, such as energy efficiency and data caching. Copyright 2014 acm.

关键词： Cost effectiveness

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UIST'11 - proceedings of the 24th Annual acm symposium on user interface software and technology

UIST'11 - Proceedings of the 24th Annual ACM Symposium on Us...

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24th Annual acm symposium on user interface software and technology, UIST'11

ISBN: (纸本)9781450307161

The proceedings contain 67 papers. The topics discussed include: instrumenting the crowd: using implicit behavioral measures to predict task performance;real-time crowd control of existing interfaces;crowds in two seconds: enabling realtime crowd-powered interfaces;proactive wrangling: mixed-initiative end-user programming of data transformation scripts;MUSE: reviving memories using email archives;a design space analysis of availability-sharing systems;injured person information management during second triage;yelling in the hall: using sidetone to address a problem with mobile remote presence systems;a tongue input device for creating conversations;pause-and-play: automatically linking screencast video tutorials with applications;creating contextual help for GUIs using screenshots;ShowMeHow: translating user interface instructions between applications;and searching for software learning resources using application context.

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