138. Creative Applications

説明

Lyric videos have become a popular medium to convey lyrical content to listeners, but they present the same content whenever they are played and cannot adapt to listeners' preferences. Lyric apps, as we name them, are a new form of lyric-driven visual art that can render different lyrical content depending on user interaction and address the limitations of static media.

To open up this novel design space for programmers and musicians, we present Lyric App Framework, a web-based framework for building interactive graphical applications that play musical pieces and show lyrics synchronized with playback. We designed the framework to provide a streamlined development experience for building production-ready lyric apps with creative coding libraries of choice.

We held programming contests twice and collected 52 examples of lyric apps, enabling us to reveal eight representative categories, confirm the framework's effectiveness, and report lessons learned.

日本語まとめ

説明

Whether a programmer with code or a potter with clay, practitioners engage in an ongoing process of working and reasoning with materials. Existing discussions in HCI have provided rich accounts of these practices and processes, which we synthesize into three themes: (1) reciprocal discovery of goals and materials, (2) local knowledge of materials, and (3) annotation for holistic interpretation. We then apply these design principles generatively to the domain of version control to present Quickpose: a version control system for creative coding. In an in-situ, longitudinal study of Quickpose guided by our themes, we collected usage data, version history, and interviews. Our study explored our participants’ material interaction behaviors and the initial promise of our proposed measures for recognizing these behaviors. Quickpose is an exploration of version control as material interaction, using existing discussions to inform domain-specific concepts, measures, and designs for version control systems.

日本語まとめ

説明

Procedural functionality enables visual creators to rapidly edit, explore alternatives, and fine-tune artwork in many domains including illustration, motion graphics, and interactive animation. Symbolic procedural tools, such as textual programming languages, are highly expressive but often limit directly manipulating concrete artwork; whereas direct manipulation tools support some procedural expression but limit creators to pre-defined behaviors and inputs. Inspired by visions of using geometric input to create procedural relationships, we identify an opportunity to use vector geometry from artwork to specify expressive user-defined procedural functions. We present Drawing Transforms (DTs), a technique that enables the use of any drawing to procedurally transform the stylistic, spatial, and temporal properties of target artwork. We apply DTs in a prototype motion graphics system to author continuous and discrete transformations, modify multiple elements in a composition simultaneously, create animations, and control fine-grained procedural instantiation. We discuss how DTs can unify procedural authoring through direct manipulation across visual media domains.

日本語まとめ

説明

In recent years, there has been a proliferation of multimedia applications that leverage machine learning (ML) for interactive experiences. Prototyping ML-based applications is, however, still challenging, given complex workflows that are not ideal for design and experimentation. To better understand these challenges, we conducted a formative study with seven ML practitioners to gather insights about common ML evaluation workflows.

This study helped us derive six design goals, which informed Rapsai. Rapsai features a node-graph editor to facilitate interactive characterization and visualization of ML model performance. Rapsai streamlines end-to-end prototyping with interactive data augmentation and model comparison capabilities in its no-coding environment. Our evaluation of Rapsai in four real-world case studies (N=15) suggests that practitioners can accelerate their workflow, make more informed decisions, analyze strengths and weaknesses, and holistically evaluate model behavior with real-world input.

日本語まとめ

説明

Selecting a proper color palette is critical in crafting a high-quality graphic design to gain visibility and communicate ideas effectively. To facilitate this process, we propose De-Stijl, an intelligent and interactive color authoring tool to assist novice designers in crafting harmonic color palettes, achieving quick design iterations, and fulfilling design constraints. Through De-Stijl, we contribute a novel 2D color palette concept that allows users to intuitively perceive color designs in context with their proportions and proximities. Further, De-Stijl implements a holistic color authoring system that supports 2D palette extraction, theme-aware and spatial-sensitive color recommendation, and automatic graphical elements (re)colorization. We evaluated De-Stijl through an in-lab user study by comparing the system with existing industry standard tools, followed by in-depth user interviews. Quantitative and qualitative results demonstrate that De-Stijl is effective in assisting novice design practitioners to quickly colorize graphic designs and easily deliver several alternatives.

日本語まとめ

説明

Creative coding is a rapidly expanding domain for both artistic expression and computational education. Numerous libraries and IDEs support creative coding, however there has been little consideration of how the environments themselves might be designed to serve these twin goals. To investigate this gap, we implemented and used an experimental editor to teach a sequence of college and high-school creative coding courses. In the first year, we conducted a log analysis of student work (n=39) and surveys regarding prospective features (n=25). These guided our implementation of common enhancements (e.g. color pickers) as well as uncommon ones (e.g. bidirectional shape editing). In the second year, we studied the effects of these features through logging (n=39+) and survey (n=23) studies. Reflecting on the results, we identify opportunities to improve creativity- and novice-focused IDEs and highlight tensions in their design—as in tools that augment artistry or efficiency but may be perceived as hindering learning.

日本語まとめ