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Nic Lupfer

dblp:53/8700 · DBLP profile ↗
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16ranked-venue papers
4as first author
2since 2021 · last 2021
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Human-computer interaction and ubiquitous computing · 13 · 3 first-author · 1 since 2021Databases, data management, data science and information retrieval · 3 · 2 since 2021Graphics, computer vision, multimedia, augmented reality and games · 2 · 1 first-authorArtificial intelligence and machine learning · 1Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Human-computer interaction and pervasive computing
4 papers
Collaborative and social computing · 54% Design research and methods · 24% Learning and educational technologies · 18%
Computer graphics and multimedia
2 papers
Visualization and visual analytics · 100%
Databases, data mining, and information retrieval
1 paper
Web and social media mining · 100%

Topics — the 3 heaviest of 9, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Visualization and visual analytics › interactive visualization
immersive data visualization
0.312018
Pop the Feed Filter Bubble: Making Reddit Social Media a VR Cityscape · VR 2018
Collaborative and social computing › social media
filter bubble
0.312018
Pop the Feed Filter Bubble: Making Reddit Social Media a VR Cityscape · VR 2018
Collaborative and social computing
social media
0.312018
Pop the Feed Filter Bubble: Making Reddit Social Media a VR Cityscape · VR 2018

Methods — techniques the papers use, named apart from their topics

design probe · 1.0VR environment design · 1.0mixed-initiative system · 0.4ideation metrics · 0.4technology probe · 0.3design study · 0.3visual grounded theory analysis · 0.2field study · 0.2
YearPublicationVenuePosition
2021 Recognizing creative visual design: multiscale design characteristics in free-form web curation documents
abstract
Multiscale design is the widely practiced use of space and scale to visually explore and articulate relationships. Free-form web curation (FFWC) is an approach to supporting multiscale design, involving creative strategies of collecting content, assembling it to juxtapose and organize, sketching, writing, shifting perspective to navigate, and exhibiting to share and collaborate. Our long term goal is to support design students with automatic, on demand feedback.
Ajit Jain, Andruid Kerne, Nic Lupfer, Gabriel Britain, Aaron Perrine, Yoonsuck Choe, John Keyser, Ruihong Huang
DocEng3
2021 Machine Learning Explanations to Prevent Overtrust in Fake News Detection
Sina Mohseni, Fan Yang 0023, Shiva K. Pentyala, Mengnan Du, Yi Liu 0059, Nic Lupfer, Xia Ben Hu, Shuiwang Ji, Eric D. Ragan
ICWSM6
2019 Collaborative Design Curation: Supporting Creativity in Teams
abstract
This proposed research investigates new media and interaction techniques to address creativity challenges facing design teams. I propose role-based layers within zoomable spaces, as a novel technique for reducing collaborative fixation, while maintaining shared awareness and shared visual context. My research will enable design teams to create layered, multiscale design curation spaces which can modulate individual and collaborative creative processes.
Nic Lupfer
Creativity & Cognition1
2019 Multiscale Design Curation: Supporting Computer Science Students' Iterative and Reflective Creative Processes
abstract
We investigate new media to improve how teams of students create and organize artifacts as they perform design. Some design artifacts are readymade-e.g., prior work, reference images, code framework repositories-while others are self-made-e.g., storyboards, mock ups, prototypes, and user study reports. We studied how computer science students use the medium of free-form web curation to collect, assemble, and report on their team-based design projects. From our mixed qualitative methods analysis, we found that the use of space and scale was central to their engagement in creative processes of communication and contextualization.
Nic Lupfer, Andruid Kerne, Rhema Linder, Hannah Fowler, Vijay Rajanna, Matthew Carrasco, Alyssa Valdez
Creativity & Cognition1
2019 Distributed Creativity in Play
abstract
Our objective is to explore distributed forms of creativity that arise in play to help guide and foster supportive research, game design, and technology. This workshop seeks to bring together researchers, game designers, and others to examine theories of creativity and play, game design practices, methods for studying creativity in play, and creative play experiences. Participants will present work, video prototype, discuss topics, and contribute to outcomes.
Andrew M. Webb 0001, Katta Spiel, Phoebe O. Toups Dugas, William A. Hamilton, Nic Lupfer, Ross Graeber, Wendy E. Mackay
Creativity & Cognition5
2018 Multiscale Design Strategies in a Landscape Architecture Classroom
abstract
We derive a theory of multiscale design through a study of a landscape architecture studio classroom. We find that processes of designing, to meet a site's situated needs, involve creating and connecting representations across levels, such as overview and detail. We introduce multiscale design theory, which works to understand how designers explore, juxtapose, and synthesize relationships across levels of scale. We identify three design strategies landscape architecture students use to work with scale: multiply, map, and shift perspective. We combine these strategies with prior literature, across fields, to initiate a theory of multiscale design.
Nic Lupfer, Hannah Fowler, Alyssa Valdez, Andrew M. Webb 0001, Jeremy Merrill, Galen Newman, Andruid Kerne
Conference on Designing Interactive Systems1
2018 Collaborative Live Media Curation: Shared Context for Participation in Online Learning
abstract
In recent years, online education's reach and scale have increased through new platforms for large and small online courses. However, these platforms often rely on impoverished modalities, which provide limited support for participation in social learning experiences. We present Collaborative Live Media Curation (CLMC), a new medium for sharing context and participation in online learning. CLMC involves collaborative, synchronous collection, creation, and assemblage of web media, including images, text, video, and sketch. CLMC integrates live media including streaming video, screenshares, audio, and text chat. We deploy and study LiveMâché, a CLMC technology probe, in four situated online learning contexts. We discovered student and instructor strategies for sharing context and participating including creating curations in advance, sketching to illustrate and gesture, real-time transformations, sharing perspective, and assembling live streams. We develop implications through live experience patterns, which describe how spatial and computing structures support social activities.
William A. Hamilton, Nic Lupfer, Nicolas Botello, Tyler Tesch, Alex Stacy, Jeremy Merrill, Blake Williford, Frank Bentley, Andruid Kerne
CHI2
2018 LiveDissent: A Media Platform for Remote Participation in Activist Demonstrations
abstract
Social media platforms such as Twitter and Facebook have become a critical tools for the coordination of activist movements and demonstrations. Additionally, live streaming platforms like Periscope have started to emerge as modalities for reporting on and remotely experiencing activist activities. In this design fiction, we present LiveDissent, a fictional media platform that leverages both established and emerging technologies to support remote participation in activist demonstrations. These technologies include mobile live streaming, telepresence robots, unmanned aerial vehicles, and digitally augmented picket signs. LiveDissent brings these technologies together into an aggregated platform for remotely watching and participating in demonstrations. We discuss a planned in the wild study at an upcoming demonstration, through which we will explore the design and implications of social media and telepresence for participation in activism. Finally, our authors' statement connects to related prior work and explores potential research and ethics questions.
William A. Hamilton, Nic Lupfer, Andruid Kerne
GROUP2
2018 Pop the Feed Filter Bubble: Making Reddit Social Media a VR Cityscape
abstract
On Reddit, users from tens of thousands of communities create and promote internet content, including pictures, videos, news, memes, and creative writing. However, like most social media feeds, subscribing to a very small subset of available content creates filter bubbles. These bubbles, while created unintentionally, skew perceptions of reality. This phenomena provides an impetus for researchers to design techniques breaking out of filter bubbles. Virtual reality provides opportunities for new environments that contextualize social media among multiple perspectives. We present one solution to the filter bubble problem: Blue Link City, which enables contextualized exploration of Reddit.
Rhema Linder, Alex Stacy, Nic Lupfer, Andruid Kerne, Eric D. Ragan
VR3
2017 Strategies of Free-Form Web Curation: Processes of Creative Engagement with Prior Work
abstract
We synthesize principles across art, design, writing, and psychology to articulate strategies of free-form web curation, for stimulating students' creative engagement with prior work, in performance of ideation tasks. We manifest the strategies in an interactive system and pedagogy. Free-form web curation is a form of new media--designed to enable users to conceptualize and create new contexts--in which they discover, interpret, and represent relationships, by composing readymade and self-made content elements. The strategies are Collect, Assemble, Shift Perspective, Sketch, Write, and Exhibit. We conducted a field study involving 1247 students over 4 semesters. We connect visual, quantitative, and experiential data to show how students engage with prior work through the free-form web curation strategies, system, and pedagogy. We develop implications for design of web curation systems and education. We coalesce a theory of free-form web curation, based on the strategies, emphasizing the roles of space and context.
Andruid Kerne, Nic Lupfer, Rhema Linder, Yin Qu, Alyssa Valdez, Ajit Jain, Kade Keith, Matthew Carrasco, Jorge Vanegas, Andrew Billingsley
Creativity & Cognition2
2016 Patterns of Free-form Curation: Visual Thinking with Web Content
abstract
Web curation involves choosing, organizing, and commenting on content. Popular web curation apps-- e.g., Facebook, Twitter, and Pinterest-- provide linear feeds that show people the latest content, but provide little support for articulating relationships among content elements. The new medium of free-form web curation enables multimedia elements to be spontaneously gathered from the web, written about, sketched amidst, manipulated, and visually assembled in a continuous space. Through free-form web curation, content is collected, interpreted, and arranged, creating context. We conducted a field study of 1581 students in 6 courses, spanning diverse fields. We derive patterns of free-form curation through a visual grounded theory analysis of the resulting dataset of 4426 curations. From the observed range of invocations of the patterns in the performance of ideation tasks, we conclude that free-form is valuable as a new medium of web curation in how it supports creative visual thinking.
Nic Lupfer, Andruid Kerne, Andrew M. Webb 0001, Rhema Linder
ACM Multimedia1
2015 Evaluating TweetBubble with Ideation Metrics of Exploratory Browsing
abstract
We extend the Twitter interface to stimulate exploratory browsing of social media and develop a creative cognition method to establish its efficacy. Exploratory browsing is a creative process in which users seek and traverse diverse and novel information as they investigate a conceptual space. The TweetBubble browser extension extends Twitter to enable expansion of social media associations@usernames and #hashtags-in-context, without overwriting initial content. We build on a prior metadata type system, developing new presentation semantics, which enable an integrated look and feel consistent with Twitter.
Ajit Jain, Nic Lupfer, Yin Qu, Rhema Linder, Andruid Kerne, Steven M. Smith
Creativity & Cognition2
2015 Beyond Slideware: How a Free-form Presentation Medium Stimulates Free-form Thinking in the Classroom
abstract
We investigate how presentation in a free-form medium stimulates free-form thinking and discussion in the classroom. Most classroom presentations utilize slideware (e.g. PowerPoint). Yet, slides add intrusive segregations that obstruct the flow of information. In contrast, in a free-form medium of presentation, content is not separated into rigid slide compartments. Instead, it is visually arranged and transformed in a continuous space.
Rhema Linder, Nic Lupfer, Andruid Kerne, Andrew M. Webb 0001, Cameron Hill, Yin Qu, Kade Keith, Matthew Carrasco, Elizabeth Kellogg
Creativity & Cognition2
2014 Using Metrics of Curation to Evaluate Information-Based Ideation
abstract
Evaluating creativity support environments is challenging. Some approaches address people’s experiences of creativity. The present method measures creativity, across conditions, in the products that people make. This research introducesinformation-based ideation(IBI), a paradigm for investigating open-ended tasks and activities in which users develop new ideas. IBI tasks span imagining, planning, and reflecting on a weekend, vacation, outfit, makeover, paper, internship, thesis, design, campaign, crisis response, career, or invention. What products do people create through engagement in IBI?Curationof digital media incorporates conceptualization, finding and choosing information objects, annotation, and synthesis. Through engagement in IBI tasks, people create curation products. This article formulates a quantitative methodology for evaluating IBI support tools, building on prior creative cognition research in engineering design to derive a battery ofideation metrics of curation. Elemental ideation metricsevaluate creativity within curated found objects.Holistic ideation metricsevaluate how a curation puts elements together. IBI support environments are characterized by their underlying medium of curation. Curation media include lists, such as listicles, and grids, such as the boards of Pinterest. An in-depth case study investigatesinformation composition, an art-based medium representing a curation as a freeform visual semantic connected whole. We raise two creative cognition challenges for IBI. One challenge is overcoming fixation—for instance, when a person gets stuck in a counterproductive mental set. The other challenge is to bridge information visualization’ssynthesis gap, by providing support for connecting findings. To address the challenges, we developmixed-initiative information composition(MI2C), integrating human curation of information composition with automated agents of information retrieval and visualization. We hypothesize that MI2C generatesprovocative stimulithat help users overcome fixation to become more creative on IBI tasks. We hypothesize that MI2C’s integration of curation and visualization bridges the synthesis gap to help users become more creative. To investigate these hypotheses, we apply ideation metrics of curation to interpret results from experiments with 44 and 49 participants.
Andruid Kerne, Andrew M. Webb 0001, Steven M. Smith, Rhema Linder, Nic Lupfer, Yin Qu, Jon Moeller, Sashikanth Damaraju
ACM Trans. Comput. Hum. Interact.5
2013 Promoting reflection and interpretation in education: curating rich bookmarks as information composition
abstract
Reflection, interpretation, and curation play key roles in learning, creativity, and problem solving. Reflection means looking back and forward among building blocks constituting a space of ideas, contextualizing with processes including tasks, activities, and one's internal thinking and meditating, and deriving new understandings, known as interpretations. Curation, in the digital age, means searching, gathering, collecting, organizing, designing, reflecting on, and interpreting information.
Andrew M. Webb 0001, Rhema Linder, Andruid Kerne, Nic Lupfer, Yin Qu, Bryant Poffenberger, Colton Revia
Creativity & Cognition4
2010 Meta-metadata: a metadata semantics language for collection representation applications
abstract
Collecting, organizing, and thinking about diverse information resources is the keystone of meaningful digital information experiences, from research to education to leisure. Metadata semantics are crucial for organizing collections, yet their structural diversity exacerbates problems of obtaining and manipulating them, strewing end users and application developers amidst the shadows of a proverbial tower of Babel. We introduce meta-metadata, a language and software architecture addressing a metadata semantics lifecycle: (1) data structures for representation of metadata in programs; (2) metadata extraction from information resources; (3) semantic actions that connect metadata to collection representation applications; and (4) rules for presentation to users. The language enables power users to author metadata semantics wrappers that generalize template-based information sources. The architecture supports development of independent collection representation applications that reuse wrappers. The initial meta-metadata repository of information source wrappers includes Google, Flickr, Yahoo, IMDb, Wikipedia, and the ACM Portal. Case studies validate the approach.
Andruid Kerne, Yin Qu, Andrew M. Webb 0001, Sashikanth Damaraju, Nic Lupfer, Abhinav Mathur
CIKM5