Automatically generating stories from sensor data

@inproceedings{Reddington2011AutomaticallyGS,
  title={Automatically generating stories from sensor data},
  author={Joseph Reddington and Nava Tintarev},
  booktitle={IUI '11},
  year={2011}
}
Recent research in Augmented and Alternative Communication (AAC) has begun to make use of Natural Language Generation (NLG) techniques. This creates an opportunity for constructing stories from sensor data, akin to existing work in life-logging. This paper examines the potential of using NLG to merge the AAC and life-logging domains. It proposes a four stage hierarchy that categorises levels of complexity of output text. It formulates a key subproblem of clustering sensor data into narrative… Expand
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References

SHOWING 1-10 OF 19 REFERENCES
Automatic generation of conversational utterances and narrative for Augmentative and Alternative Communication: a prototype system
We detail the design, development and evaluation of Augmentative and Alternative Communication (AAC) software which encourages rapid conversational interaction. The system uses Natural LanguageExpand
Building Natural-Language Generation Systems
  • Ehud Reiter
  • Computer Science
  • Computational Linguistics
  • 2001
TLDR
The architecture of a Natural Language Generation system and its implications for national language generation in practice are described. Expand
The Importance of Narrative and Other Lessons from an Evaluation of an NLG System that Summarises Clinical Data
TLDR
A qualitative analysis of problems that the evaluation highlighted in BT-45 texts is presented, finding that many of these problems are due to the fact that BT- 45 does not generate good narrative texts. Expand
Using NLG to Help Language-Impaired Users Tell Stories and Participate in Social Dialogues
TLDR
This work is developing AAC systems where users select information they wish to communicate, and this is expressed using an NLG system, and it is believed this model will work well in contexts where AAC users wish to go beyond simply making requests or answering questions, and have more complex communicative goals such as story-telling and social interaction. Expand
Using natural-language processing to produce weather forecasts
TLDR
The authors discuss the Forecast Generator (FOG), the first application developed on the FPA, which is a bilingual report generator that produces routine and special purpose forecast directly from the Fpa's graphical weather predictions. Expand
From data to text in the Neonatal Intensive Care Unit: Using NLG technology for decision support and information management
TLDR
Recent and ongoing work on building systems that automatically generate textual summaries of neonatal data are described, showing that the technology is viable and comparable in its effectiveness for decision support to existing presentation modalities. Expand
Minimal-impact audio-based personal archives
TLDR
This work describes its unsupervised segmentation and clustering experiments in which it can achieve good agreement with hand-marked environment/situation labels, and describes the future plans to address these and other questions. Expand
A New Tool to Support Interactive Narrative Experience for Children with Communication Disorders
TLDR
An interactive narrative tool for children with communication disorders has been developed that aims to provide children with the experience of interactive narrative based conversation and it provided parents with a focus when discussing the school day. Expand
Capturing phrases for ICU-Talk, a communication aid for intubated intensive care patients.
TLDR
The methods chosen to gather the vocabulary for an intensive care setting of ICU-Talk, an augmentative and alternative communication aid, are discussed. Expand
Passive capture and ensuing issues for a personal lifetime store
TLDR
The SenseCam device, which combines a camera with a number of sensors in a pendant worn around the neck, is described, where aNumber of features, but especially correlation and relationships, are used to manage the data. Expand
...
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