Dataset Card for Rico

Dataset Summary

Rico: A Mobile App Dataset for Building Data-Driven Design Applications

Supported Tasks and Leaderboards

[More Information Needed]

Languages

[More Information Needed]

Dataset Structure

Data Instances

• UI screenshots and view hierarchies

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-screenshots-and-view-hierarchies",
)

• UI metadata

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-metadata",
)

• UI layout vectors

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-layout-vectors",
)

• Interaction traces

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="interaction-traces",
)

• [WIP] Animations

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="animations",
)

• Play store metadata

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="play-store-metadata",
)

• UI screenshots and hierarchies with semantic annotations

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-screenshots-and-hierarchies-with-semantic-annotations",
)

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

[More Information Needed]

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

[More Information Needed]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

@inproceedings{deka2017rico,
  title={Rico: A mobile app dataset for building data-driven design applications},
  author={Deka, Biplab and Huang, Zifeng and Franzen, Chad and Hibschman, Joshua and Afergan, Daniel and Li, Yang and Nichols, Jeffrey and Kumar, Ranjitha},
  booktitle={Proceedings of the 30th annual ACM symposium on user interface software and technology},
  pages={845--854},
  year={2017}
}

Contributions

Thanks to DATA DRIVEN DESIGN GROUP UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN for creating this dataset.