CIRQL is created from a crowdsourcing experiment where workers could opt-in to share the logs of their Google smart assistant devices. The entirety of this data consists of over 600,000 interactions (either inputs from the users or responses from the assistant) from 173 unique users. CIRQL is a strict subset of the user interactions generated by a filtering process; the filtering aimed to remove common commands and non-query interactions (like turn off the lights) as well as any non-English inputs, addresses, phone numbers, emojis, and so on.
The whole filtering process is described in the paper below.
The resulting dataset, CIRQL, contains 2,807 queries from 1,799 user sessions.
Session data is synthetic and derived using an inactivity period of 15 minutes.
The order of queries within a session is ascending chronological.
The first query of a session is time step t1, the second query is time step t2,
and so on.
The key focus of our initial analysis was on complex sessions. The remainder of this README will outline specific examples of behaviours we observed from (15 minute) sessions containing CIRQL queries.
23:15:25.639 do Chihuahuas shed
23:15:51.223 do pugs shed
23:16:19.954 what's the best family tiny dog 20
23:16:31.443 what is the most low maintenance tiny dog to own
23:17:24.138 what is the personality traits of a chihuahua
23:18:00.342 what's a better dog fox fox eat area or Chihuahua
23:18:11.476 which is a better family dog Chihuahuas or fox terriers
23:19:46.217 what are some cute names for a chihuahua
23:20:05.456 yes
23:20:26.626 what are some cute Mexican names for animals
07:19:06.078 where did the space shuttle get built
07:19:29.627 when did the space shuttle get
07:20:00.811 what's a Colombia
07:20:28.984 when did the pirate ships get
07:20:52.379 when did The Rockets get invented
07:21:30.472 what do toys say shuttle look like at the moment
07:21:42.589 when did the shuttles get invented and launched into space
07:22:24.367 what happened to the space shuttle drivers
07:22:48.435 what happened to the Challenger the space shuttle
07:23:22.64 there are two space shuttles what happened the other one
07:23:58.584 what happened to the other Challenger
07:24:25.204 they were there are two challenges what happened to the next one
07:24:35.085 weather choose challenges
07:24:41.33 no
07:24:59.397 I would like to find out what happened to the Challenger please
07:25:27.278 when did the bananas get invented
07:25:54.824 what happened to bananas when they went round
07:26:06.783 yes please thank you
07:27:17.041 how fast did the space shuttle go
07:27:40.751 how fast does the Space Station go
07:28:02.944 how long does it take for the International Space Station to orbit the Earth
07:28:15.462 yes
07:28:50.592 how long does it take for the International Space Station to get around the earth a half away
07:29:13.817 you're awesome
07:29:23.955 I love you so much
07:29:43.467 sorry love you
07:29:54.963 shall we marry each other
07:36:50.592 play International Space Station music on
07:45:41.923 Unknown voice command
07:45:49.662 play fun Kids radio on TuneIn
07:51:42.518 Unknown voice command
07:51:50.658 Unknown voice command
09:42:25.601 will it rain today
09:51:24.63 washing machine what to put in his drawer
09:52:22.404 which compartment do I put fabric conditioner in
09:52:46.191 hey Google which compartment do I put fabric conditioner in
09:53:10.096 my fabric compartment is filled with water
10:00:27.938 how to use LN
10:00:37.818 show me videos of how to use Lenor fabric conditioner
10:05:37.636 how much time should I set the washing machine for
10:05:55.407 what speed should I set the washing machine to
If using the CIRQL dataset, please cite the paper:
@inproceedings{trippas2024reevaluating,
author = {Trippas, Johanne R and Gallagher, Luke and Mackenzie, Joel},
booktitle = {Proceedings of the 33rd ACM International Conference on Information and Knowledge Management},
series = {CIKM '24},
title = {Re-evaluating the Command-and-Control Paradigm in Conversational Search Interactions},
year = {2024},
doi = {doi.org/10.1145/3627673.3679588},
address = {New York, NY, USA},
location = {Boise, ID, USA},
publisher = {ACM}
}