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Filtering by: Creator McHugh, Margaret H. Remove constraint Creator: McHugh, Margaret H. Creator Oregon State University. Dept. Of Computer Science Remove constraint Creator: Oregon State University. Dept. Of Computer Science Subject Human-computer interaction Remove constraint Subject: Human-computer interaction

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Mining interpretable human strategies : a case study

Creator:

Oregon State University. Dept. of Computer Science, Fern, Xiaoli, Komireddy, Chaitanya, and Burnett, Margaret, 1949-

Abstract:

This paper focuses on mining the strategies of problem solving software users by observing their actions. Our application domain is an HCI study aimed at discovering general strategies employed by software users and understanding how such strategies relate to gender and success. We cast this problem as a sequential pattern...

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Research Paper

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Study Xiaoli Fern, Chaitanya Komireddy, Margaret Burnett School of EECS, Oregon State University 1148
The whats and hows of programmers' foraging diets

Creator:

Oregon State University. Dept. of Computer Science, Piorkowski, David, Fleming, Scott D., Kwan, Irwin, Burnett, Margaret, 1949-, Scaffidi, Chris, Bellamy, Rachel, and Jordhal, Joshua

Abstract:

One of the least studied areas of Information Foraging Theory is diet: the information foragers choose to seek. For example, do foragers choose solely based on cost, or do they stubbornly pursue certain diets regardless of cost? Do their debugging strategies vary with their diets? To investigate "what" and "how"...

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Research Paper

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, Margaret Burnett1, Chris Scaffidi1, Rachel Bellamy3, Joshua Jordhal1 1Oregon State University
Interacting meaningfully with machine learning systems : three experiments

Creator:

Oregon State University. Dept. of Computer Science, Stumpf, Simone, Rajaram, Vidya, Li, Lida, Wong, Weng-Keen, Burnett, Margaret, 1949-, Dietterich, Thomas Glen, Sullivan, Erin, and Herlocker, Jonathan Lee

Abstract:

Although machine learning is becoming commonly used in today's software, there has been little research into how end users might interact with machine learning systems, beyond communicating simple "right/wrong" judgments. If the users themselves could somehow work hand-in-hand with machine learning systems, the accuracy of learning systems could be improved...

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Research Paper

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, Lida Li, Weng-Keen Wong, Margaret Burnett, Thomas Dietterich, Erin Sullivan, Jonathan Herlocker

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Burnett, Margaret, 1949 3
Oregon State University. Dept. Of Computer Science[remove]3
Bellamy, Rachel1
Dietterich, Thomas Glen1
Fern, Xiaoli1
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English [eng]3

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Research Paper3

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Human-computer interaction[remove]3
Computer programmers1
Data mining1
Debugging in computer science1
Information behavior1
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