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The Montclair Map Task: Balance, Efficacy, and Efficiency in Conversational Interaction.

Jennifer S Pardo1, Adelya Urmanche1, Hannah Gash1

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PubMed
Summary
This summary is machine-generated.

This study presents a new conversational speech corpus for map-matching tasks. Male-only pairs were less efficient in task performance compared to female and mixed-sex pairs.

Keywords:
Conversational interactioncommunication efficiencyconversation corpus

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Area of Science:

  • Linguistics
  • Psychology
  • Computer Science

Background:

  • Conversational speech corpora are valuable for studying human interaction.
  • Task-oriented dialogues offer objective measures of performance and communicative style.
  • Existing corpora may not fully capture the nuances of collaborative map-matching tasks.

Purpose of the Study:

  • To introduce and describe the Montclair Map Task corpus, a novel dataset for conversational speech research.
  • To enable objective analysis of communication efficacy and efficiency in task-oriented dialogues.
  • To investigate how conversational dynamics and communicative styles influence map-matching task performance.

Main Methods:

  • Collected conversational speech data from 96 native English speakers completing a map-matching task.
  • Participants were arranged in same-sex female, same-sex male, and mixed-sex pairings.
  • Detailed transcription protocols captured speaking turns, intervals, landmarks, fillers, pauses, overlaps, and backchannels.

Main Results:

  • The corpus comprises 96 conversations, averaging 32 minutes each, totaling approximately 217,000 words.
  • Objective measures of task performance were derived for each participant.
  • Analyses indicated that male-only pairs exhibited lower communication efficiency compared to female and mixed-sex pairs.

Conclusions:

  • The Montclair Map Task corpus provides a rich resource for studying conversational interaction and its relation to task outcomes.
  • Communicative style and pairing dynamics significantly impact performance in collaborative map-matching tasks.
  • Findings suggest potential differences in communication efficiency between same-sex male, same-sex female, and mixed-sex dyads.