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Eugene Agichtein, Ryen W. White, Susan T. Dumais, Paul N. Bennet
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR &#39;12</a> </i> &nbsp;
Using our insights, we develop an effective prediction algorithm that significantly outperforms both the previous state-of-the-art method, and even the ability of human judges, to predict future task continuation  ...  To this end, we analyze a query log from the Bing Web search engine to identify the types of intents, topics, and search behavior patterns associated with long-running tasks that are likely to be continued  ...  We also thank Filip Radlinski for insights on quantifying complexity of search tasks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2348283.2348328">doi:10.1145/2348283.2348328</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/AgichteinWDB12.html">dblp:conf/sigir/AgichteinWDB12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6rwgrxezxzfz3pono3cw4k7mce">fatcat:6rwgrxezxzfz3pono3cw4k7mce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160409220248/http://research.microsoft.com/en-us/um/people/sdumais/SIGIR2012-fp484-agichtein.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3a/97/3a9793acf40c10021648dcadb3d32818b8181500.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2348283.2348328"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Topic-independent modeling of user knowledge in informational search sessions

Ran Yu, Rui Tang, Markus Rokicki, Ujwal Gadiraju, Stefan Dietze
<span title="2021-03-16">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qkuxm4jkpnclphpwzqgsg7qnae" style="color: black;">Information retrieval (Boston)</a> </i> &nbsp;
In this work, we introduce a novel set of resource-centric features and demonstrate their capacity to significantly improve supervised models for the task of predicting knowledge gain and knowledge state  ...  Prior work has investigated the use of supervised models to predict a user's knowledge gain and knowledge state from user interactions during a search session.  ...  Web resource content for the task of knowledge state (KS) and knowledge gain (KG) prediction, which extend state-of-the-art models. • Feature analysis We conduct comprehensive feature analysis assessing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10791-021-09391-7">doi:10.1007/s10791-021-09391-7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i63qg6udxvbjhifueencdgd4um">fatcat:i63qg6udxvbjhifueencdgd4um</a> </span>
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Characterization and Prediction of Mobile Tasks

Yuan Tian, Ke Zhou, Dan Pelleg
<span title="2022-03-30">2022</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2o77szzyngfjiyr6oftvf2ts4" style="color: black;">ACM Transactions on Information Systems</a> </i> &nbsp;
temporal, similarity, and log sequence) we can identify if a pair of app usage belong to the same task effectively.  ...  Finally, we demonstrate that we can predict the next complex mobile task that users are likely to perform by leveraging features from the historically inferred mobile tasks and user contexts.  ...  that a search task involving searching one kind of information as low complexity, two or more information as moderate and high complexity, we deine the complex mobile tasks as the tasks that have at least  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3522711">doi:10.1145/3522711</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4dgjzrteaveqdaekuzc4x32rsq">fatcat:4dgjzrteaveqdaekuzc4x32rsq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220618192740/https://dl.acm.org/doi/pdf/10.1145/3522711" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/54/7c/547c49f081972f9877fe269bc5fceff6e5cf2459.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3522711"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Goal Setting Effects on Implicit and Explicit Learning of Complex Tasks

Richard P. DeShon, Ralph A. Alexander
<span title="">1996</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rk5ole7hwjay5aeqzb6mp64eum" style="color: black;">Organizational Behavior and Human Decision Processes</a> </i> &nbsp;
The results of the present research suggest that the moderating effect of task complexity on the goal-performance relationship is due to confounding goal difficulty with explicit and implicit learning.  ...  The robust finding that setting difficult, specific goals leads to increased performance on simple tasks has not generalized to complex task performance.  ...  After forming a problem representation, the problem solver searches for strategies to transform the initial problem state into the goal state.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1006/obhd.1996.0002">doi:10.1006/obhd.1996.0002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g6dlrqwp5jezpglnpauqyso5ya">fatcat:g6dlrqwp5jezpglnpauqyso5ya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100613095753/http://iopsych.msu.edu/DeShon/Papers/DeShon%20&amp;%20Alexander%20(1996)%20-%20goal%20setting%20and%20implicit%20task%20learning.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/91/be/91be8c7d62dc97696057abb6f82f428c6d8c38e9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1006/obhd.1996.0002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Modeling and analysis of cross-session search tasks

Alexander Kotov, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Jaime Teevan
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR &#39;11</a> </i> &nbsp;
The information needs of search engine users vary in complexity, depending on the task they are trying to accomplish.  ...  We focus on two problems: (i) given a user query, identify all related queries from previous sessions that the user has issued, and (ii) given a multi-query task for a user, predict whether the user will  ...  In this work, we introduced and addressed the two problems in the context of analysis of cross-session search tasks: (i) identifying queries from earlier sessions on the same task, and (ii) predicting  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2009916.2009922">doi:10.1145/2009916.2009922</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/KotovBWDT11.html">dblp:conf/sigir/KotovBWDT11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aswkmg3555eo7hmdr7ifvode34">fatcat:aswkmg3555eo7hmdr7ifvode34</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160603034537/http://research.microsoft.com/en-us/um/people/sdumais/SIGIR2011-MultiSession-fp566-kotov.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6b/1e/6b1eea71544c960ee8f38f490b42bc5c537984c0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2009916.2009922"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

NSF workshop on task-based information search systems

Diane Kelly, Jaime Arguello, Robert Capra
<span title="2013-01-21">2013</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/emlsu7gwyfalfms3c35odq5qlm" style="color: black;">SIGIR Forum</a> </i> &nbsp;
and tools to support people involved with complex, multi-search and multi-session search tasks.  ...  The most critical need identified was the development of task models; this was viewed as essential for addressing the challenges of tools and evaluation measures.  ...  System Predictions Several responses focused on predictions a system could make about the task associated with a search. These include predicting task type and task stage.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2568388.2568407">doi:10.1145/2568388.2568407</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tafw5kozrreo3dtnwuvruewxvu">fatcat:tafw5kozrreo3dtnwuvruewxvu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140630230224/http://sigir.org/files/forum/2013D/p116.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e7/99/e799114597e28d0d91eb6495833a214df37783d7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2568388.2568407"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> acm.org </button> </a>

The Effects of Emotional Intelligence on Visual Search of Emotional Stimuli and Emotion Identification

Angela N. Fellner, Gerald Matthews, Gregory J. Funke, Amanda K. Emo, Moshe Zeidner, Juan Carlos Pérez-González, Richard D. Roberts
<span title="">2007</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/libgwrmsi5afpkhv5lhu62b25y" style="color: black;">Proceedings of the Human Factors and Ergonomics Society Annual Meeting</a> </i> &nbsp;
This study tested the hypothesis that high EI relates to superior detection and processing of facial emotion, in relation to two tasks: controlled visual search for designated facial emotions, and identification  ...  However, performance related to higher cognitive intelligence, the personality trait of openness, and use of task-focused coping.  ...  ACKNOWLEDGEMENTS The authors would like to thank Heather Feltz for lending her artistic and technical expertise to the creation of the images used in the Nut conditions of the visual search tasks reported  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/154193120705101402">doi:10.1177/154193120705101402</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/y767peqzz5eizblbkfkwouaeb4">fatcat:y767peqzz5eizblbkfkwouaeb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151026014721/http://portal.uned.es:80/pls/portal/docs/PAGE/UNED_MAIN/LAUNIVERSIDAD/UBICACIONES/03/DOCENTE/JUAN_CARLOS_PEREZ_GONZALEZ/FELLNER%20ET%20AL%20HFES%202007.PDF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/49/c0/49c0a8eb2c2cd9ab3867d185c6574ca23407451b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/154193120705101402"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sagepub.com </button> </a>

Lean Question Answering over Freebase from Scratch

Xuchen Yao
<span title="">2015</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/d5ex6ucxtrfz3clshlkh3f6w2q" style="color: black;">Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations</a> </i> &nbsp;
The system also achieved 7.8% better F 1 score (harmonic mean of average precision and recall) than the previous state of the art.  ...  For the task of question answering (QA) over Freebase on the WEBQUESTIONS dataset (Berant et al., 2013) , we found that 85% of all questions (in the training set) can be directly answered via a single  ...  We treat the task of QA from Freebase * Incubated by the Allen Institute for Artificial Intelligence. as a two-step problem: identifying the correct topic (search problem) and predicting the correct answer  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/v1/n15-3014">doi:10.3115/v1/n15-3014</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/naacl/Yao15.html">dblp:conf/naacl/Yao15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nz4smnhk3ffbjfwvgd6qj4iqpu">fatcat:nz4smnhk3ffbjfwvgd6qj4iqpu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151223094910/http://cs.jhu.edu:80/~xuchen/paper/scratch-qa.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/66/39/663973669c8e653016d2f071840b4bb79a99e9d5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/v1/n15-3014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Using dwell time as an implicit measure of usefulness in different task types

Chang Liu, Jingjing Liu, Nicholas Belkin, Michael Cole, Jacek Gwizdka
<span title="">2011</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tjf7dsd72ffqhcyw5p5me7666q" style="color: black;">Proceedings of the American Society for Information Science and Technology</a> </i> &nbsp;
We examined the differences in the threshold and compared the prediction performance for each type of task.  ...  In this study, we attempted to use dwell time on content pages as a predictor of document usefulness, and evaluated the prediction performance in different types of tasks.  ...  We thank the reviewers' insightful comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/meet.2011.14504801200">doi:10.1002/meet.2011.14504801200</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vdffkvfl6bhshe4wmie6u72mlu">fatcat:vdffkvfl6bhshe4wmie6u72mlu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110813075803/https://www.asis.org/asist2011/posters/200_FINAL_SUBMISSION.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4a/6c/4a6c456042c7666dc91eb46b3a38873e36878b0f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/meet.2011.14504801200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

DeComplex: Task planning from complex natural instructions by a collocating robot [article]

Pradip Pramanick, Hrishav Bakul Barua, Chayan Sarkar
<span title="2020-08-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
vital as it dictates the usability and acceptability of the robots.  ...  However, complex task instructions composed of multiple inter-dependent tasks are not handled efficiently in the literature.  ...  The first component parses a natural language instruction and extracts various linguistic features, identifies the set of tasks present in the complex instruction, identifies the dependencies among the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2008.10084v1">arXiv:2008.10084v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zvqktuuxa5ej5cz7wvdxzxteqm">fatcat:zvqktuuxa5ej5cz7wvdxzxteqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827151139/https://arxiv.org/pdf/2008.10084v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2008.10084v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Task complexity, vertical display and user interaction in aggregated search

Jaime Arguello, Wan-Ching Wu, Diane Kelly, Ashlee Edwards
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR &#39;12</a> </i> &nbsp;
Twenty-nine subjects completed six search tasks of varying levels of task complexity using two aggregated search interfaces: one that blended vertical results into the web results and one that only provided  ...  This study investigates how task complexity and vertical display (the blending of vertical results into the web results) affect the use of vertical content.  ...  It may be worthwhile to consider predicted task complexity (predicted using session-level interaction signals) in vertical selection and presentation decisions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2348283.2348343">doi:10.1145/2348283.2348343</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/ArguelloWKE12.html">dblp:conf/sigir/ArguelloWKE12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/htfz2tpjlfa5td3rmzxrugu6ke">fatcat:htfz2tpjlfa5td3rmzxrugu6ke</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809113138/https://ils.unc.edu/~jarguell//ArguelloSIGIR12.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/c2/c8c263c09f1e207e1643c5d98658830455ed94d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2348283.2348343"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Deconstructing Complex Search Tasks: a Bayesian Nonparametric Approach for Extracting Sub-tasks

Rishabh Mehrotra, Prasanta Bhattacharya, Emine Yilmaz
<span title="">2016</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/d5ex6ucxtrfz3clshlkh3f6w2q" style="color: black;">Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies</a> </i> &nbsp;
Our proposed model can inform the design of the next generation of task-based search systems that leverage user's task behavior for better support and personalization.  ...  We jointly leverage insights from Bayesian nonparametrics and word embeddings to identify and extract sub-tasks from a given collection of ontask queries.  ...  As a result, while task extraction methods abound, very little has been done to explicitly identify the sub-tasks from within complex search tasks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/n16-1073">doi:10.18653/v1/n16-1073</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/naacl/MehrotraBY16.html">dblp:conf/naacl/MehrotraBY16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3wloshu4f5bltp7rq54uaey52a">fatcat:3wloshu4f5bltp7rq54uaey52a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180605085338/http://aclweb.org/anthology/N16-1073" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/52/94/52941e8d297dd45885c6f481430f02aa9a7f48a3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/n16-1073"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

LiveAction

Saleema Amershi, Jalal Mahmud, Jeffrey Nichols, Tessa Lau, German Attanasio Ruiz
<span title="2013-10-01">2013</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g3imsuzfijaotfsqlezo4yaj5e" style="color: black;">ACM transactions on interactive intelligent systems (TiiS)</a> </i> &nbsp;
In this research, we analyze real Web usage data and find that people do in fact repeat behaviors on the Web and that automating these behaviors, regardless of their complexity, would reduce the overall  ...  These systems often rely on people to (1) identify the tasks they want automated and (2) specify the procedural steps necessary to accomplish those tasks (i.e., to create task models).  ...  ACKNOWLEDGMENTS We thank Julian Cerruti and our study participants for their help with this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2533670.2533672">doi:10.1145/2533670.2533672</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t2liyskicrb5jd6dhmqctnk7zi">fatcat:t2liyskicrb5jd6dhmqctnk7zi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180818032337/http://saleemaamershi.com/papers/amershiTiiS2013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c9/08/c908ba0cd72ba1640fd8730dc5ed3531db131526.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2533670.2533672"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach

Rishabh Mehrotra, Emine Yilmaz
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR &#39;17</a> </i> &nbsp;
In order to improve the search experience of the end users, it is important to have accurate representations of tasks.  ...  end user with better query suggestions, for better recommendations, for satisfaction prediction, and for improved personalization in terms of tasks.  ...  identifying "good" search tasks will indeed perform be er in predicting the set of future query terms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3077136.3080823">doi:10.1145/3077136.3080823</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/MehrotraY17.html">dblp:conf/sigir/MehrotraY17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gojegpklx5gbflk4ke3w75t6ka">fatcat:gojegpklx5gbflk4ke3w75t6ka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429134816/http://discovery.ucl.ac.uk/10070791/1/task_hierarchy.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ef/0a/ef0af2958afe95b6147722a256d6b214dbc9aefc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3077136.3080823"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

The Role of the Goal in Solving Hard Computational Problems: Do People Really Optimize?

Sarah Carruthers, Ulrike Stege, Michael E. J. Masson
<span title="2018-01-25">2018</span> <i title="Purdue University (bepress)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/353babry3vd4ppawplpj2ybhpi" style="color: black;">Journal of Problem Solving</a> </i> &nbsp;
We suggest ways to meaningfully frame human performance results on instances of computationally hard problems in terms of these problems' computational complexity, and present a novel framework for interpreting  ...  Our findings suggest that problem solving performance depends not only on the objective difficulty of the problem, and of course the particular problem instance at hand, but also on how feasible it is  ...  Some solutions may also be the result of the problem solver giving up on the task of finding a state that matches a goal state, but this does not exclude the existence of a feasibly identifiable goal state  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7771/1932-6246.1200">doi:10.7771/1932-6246.1200</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p2xxg6hchfbktc5o2mcya7645u">fatcat:p2xxg6hchfbktc5o2mcya7645u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723060935/https://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=1200&amp;context=jps" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/53/72/537225bd5be6e4ecf9d0bdfdd3f63ac5b6ce1f64.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7771/1932-6246.1200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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