PLOW (Procedure Learning on the Web)


PLOW: Procedure Learning On the Web


Using semantics to identify web objects [PDF] from pitt.eduN Chambers, J Allen, L Galescu, H Jung… – Proceedings of the …, 2006 – aaai.org … Procedure Learning on the Web WebLearn is part of a larger learning system called PLOW (Procedure Learning on the Web), whose purpose is to learn to perform common web tasks. PLOW is taught through nat- ural language coupled with web action demonstrations. For …  Cited by 9 – Related articles – BL Direct – All 22 versions

Utilizing natural language for one-shot task learning [PDF] from 184.182.233.192H Jung, J Allen, L Galescu… – Journal of Logic and …, 2008 – Oxford Univ Press … 3 Task learning system architecture We built a task learning system called PLOW (Procedure Learning On the Web), an extension to TRIPS [7], a dialogue-based collaborative problem solving system that has been tested in many domains. 3.1 The TRIPS system …  Cited by 5 – Related articles – BL Direct – All 13 versions

From geek to sleek: integrating task learning tools to support end users in real-world applications [PDF] from sri.comA Spaulding, J Blythe, W Haines… – Proceedings of the 14th …, 2009 – dl.acm.org … Synergy with other components The integration of procedure learning by demonstration and editing in the same tool enables exploring interesting combi- nations of the capabilities. … REFERENCES 1. Allen, J. et al. PLOW: A Collaborative Task Learning Agent. Proc. AAAI 2007. …  Cited by 5 – Related articles – All 7 versions

Learning by demonstration to support military planning and decision making [PDF] from sri.comT Garvey, M Gervasio, T Lee, K Myers… – Proc. of the 21st …, 2009 – aaai.org … Participants identified an intuitive editing capability as a key requirement for fielding the procedure learning technology. … References Allen, J., Chambers, N., Ferguson, G., Galescu, L., Jung, H., Swift, M., and Taysom, W. 2007. PLOW: A Collaborative Task Learning Agent. Proc. …  Cited by 4 – Related articles – All 7 versions

Case-based reasoning for procedure learning by instruction [PDF] from semanticweb.orgJ Blythe… – Proceedings of the 13th international conference on …, 2008 – dl.acm.org … CONCLUSIONS We have shown the viability of case-based reasoning to sup- port procedure learning by instruction in an initial imple- mentation, CB-Tailor. … 2007. PLOW: A Collaborative Task Learning Agent Proceedings of AAAI 2007. Blythe, J. 2001. …  Cited by 1 – Related articles – All 5 versions

[PDF] Going beyond PBD: A play-by-play and mixed-initiative approach [PDF] from rochester.eduH Jung, J Allen, W de Beaumont… – No Code Required: …, 2010 – cs.rochester.edu … of Rochester PO Box 270226, Rochester, NY {ferguson, swift}@cs.rochester.edu ABSTRACT An innovative task learning system called PLOW (Procedure Learning On the Web) lets end-users teach procedural tasks to automate their various web activities. …  Cited by 1 – Related articles – View as HTML – All 18 versions

What were you thinking?: filling in missing dataflow through inference in learning from demonstration [PDF] from sri.comMT Gervasio… – … of the 14th international conference on …, 2009 – dl.acm.org … exam- ple, Collagen [11] lets users annotate their demonstrations to provide additional information to the system, while PLOW [1] leverages … our path filtering tech- niques, we needed to find specific use cases for dataflow completion during procedure learning from demonstration …  Cited by 7 – Related articles – All 7 versions

One-Shot Procedure Learning from Instruction and Observation [PDF] from rochester.eduHJJAN Chambers, L Galescu, M Swift… – aaai.org … Architecture of Task Learning System We built a task learning system called PLOW (Procedure Learning On the Web) as an extension to TRIPS (Ferguson & Allen 1998), a dialogue-based collaborative problem solving system that has been tested in many domains. …  All 22 versions

Question Asking to Inform Procedure Learning [PDF] from sri.comMGK Myers – aaai.org Page 1. Question Asking to Inform Procedure Learning Melinda Gervasio Karen Myers AI Center, SRI International 333 Ravenswood Ave. … For example, the PLOW system relies on a running narrative by the demonstrator to help focus the learning process (Allen et al., 2007). …  Related articles – All 3 versions

Towards a Robust Deep Language Understanding System MH Manshadi – Fifteenth AAAI/SIGART Doctoral Consortium, 2010 – aaai.org … Motivation TRIPS (The Rochester Interactive Planning System) (Ferguson and Allen, 1998) is a linguistically motivated language understanding system which has been used in several real world applications such as PLOW (Procedure Learning On the Web) (Allen et al., 2007). …  Related articles – All 3 versions

Improving User Taught Task Models [PDF] from sri.comP Michalak… – User Modeling 2007, 2007 – Springer … specified through knowledge engineering. This paper describes work based on the Procedure Learning On the Web (PLOW) system ([4]), which continues a recent trend of automatic task model acquisition. Some previous machine …  Related articles – BL Direct – All 6 versions

Task Learning by Instruction: Benefits and Challenges for Intelligent Interactive Systems [PDF] from aaaipress.orgJ Blythe, P Tandon… – 2007 – aaai.org … Learning by discussion combines a demonstration of the task with direct information from the user indicating substeps, intermediate results and other … This is a different integration point from that of learning by discussion as used in PLOW, for example, where steps are …  All 5 versions

Task Model Reasoning PD Michalak – 2012 – gradworks.umi.com … In this thesis I address aspects of representing, acquiring, and reasoning about such task models. First, I motivate and formalize the Intermediate Task Representation (ITR) language based on the task models acquired by the Procedure Learning On the Web (PLOW) system. …  Cached

Going beyond PBD H Jung, J Allen, W de Beaumont… – No Code Required: …, 2010 – books.google.com … de Beaumont, Nate Blaylock, Lucian Galescu, George Ferguson, 2 Mary Swift2 1Institute for Human and Machine Cognition 2Computer Science Department, University of Rochester ABSTRACT An innovative task learning system called PLOW (Procedure Learning On the Web … 

Recovering from errors during programming by demonstration [PDF] from washington.eduJH Chen… – Proceedings of the 13th international conference …, 2008 – dl.acm.org … We wish to incorporate these ideas into CHINLE. On the other hand, partial procedure learning can be helpful for mixed-initiative PBD systems because the time of version-space collapse is likely a good opportunity to ask the user for help. …  Cited by 21 – Related articles – All 9 versions

Rapidly Customizable Spoken Dialogue Systems [PDF] from dtic.milJ Allen – 2009 – DTIC Document … Allen, JF, N. Chambers, et al. (2007). PLOW: A collaborative task learning agent. Named Best Paper. National Conference on Artificial Intelligence (AAAI). … Jung, H., J. Allen, et al. (2006). One-Shot Procedure Learning from Instruction and Observation. FLAIRS, Melbourne, FL. …  Related articles – All 3 versions

Learning Collaborative Tasks on Textual User Interfaces [PDF] from ihmc.usN Blaylock, W De Beaumont, L Galescu… – Proceedings of the …, 2010 – aaai.org … of Computer Science Rochester, New York, USA {james,ferguson,swift}@cs.rochester.edu Abstract A novel ‘play-by-play’ based procedure learning sys- tem has been successfully applied to automate Web tasks. … Previously, we presented work on the PLOW system (Jung et al. …  Cited by 1 – Related articles – All 16 versions

Information integration for the masses [PDF] from uni-leipzig.deJ Blythe, D Kapoor, CA Knoblock, K Lerman… – Journal of Universal …, 2008 – jucs.org … We believe that our tool is more flexible and general than recent task-learning systems like Plow [Allen et al., 2007] or Yahoo! Pipes. In this article we describe our experiences integrating these tools within the desk- top application developed by DARPA’s Calo project, cf. …  Cited by 9 – Related articles – All 20 versions

Question Asking to Inform Preference Learning: A Case Study [PDF] from psu.eduMGKM Marie desJardins… – 2009 – aaai.org … References Allen, J., Chambers, N., Ferguson, G., Galescu, L., Jung, H., Swift, M., and Taysom, W. 2007. PLOW: A collaborative task learning agent. Proc. … Gervasio, M., and Myers, K. 2008. Question Asking to Inform Procedure Learning. Proc. …  All 5 versions

Interactive complex task teaching system that allows for natural language input, recognizes a user’s intent, and automatically performs tasks in document object model … JF Allen, N Chambers, L Galescu, H Jung… – US Patent …, 2011 – Google Patents … (“Procedure Learning on the Web”) through p. 1261 LH col.; p. 1262 LH col. (“Book Search Evaluation”) through p. 1264 LH col. (“Transfer Learning Results”). Report on the Nineteenth International FLAIRS Conference; Pub- lished late 2006. Demonstration of Plow, Published …  Related articles – All 4 versions

[PDF] Estimating Soil Salinity Over a Shallow Saline Water Table in Semiarid Tunisia [PDF] from benthamscience.comF Bouksila, M Persson… – Open Hydrology …, 2010 – benthamscience.com … Training is the procedure by which the network learns; learning is the end result of that procedure. Learning consists of making systematic changes to the weights to im- prove the network’s response performance to acceptable levels. …  Related articles – View as HTML – All 4 versions

[BOOK] Instructional design: theory, higher education, and teacher education: a selected bibliography MH Tipton… – 1994 – books.google.com Page 1. EDUCATIONAL TECHNOLOGY SELECTED BIBLIOGRAPHY SERIES Educational Technology Publications Englewood Cliffs, New Jersey 07632 Page 2. Page 3. EDUCATIONAL TECHNOLOGY SELECTED BffiLIOGRAPHY …  Library Search – All 2 versions

Accessmonkey: a collaborative scripting framework for web users and developers [PDF] from googlecode.comJP Bigham… – Proceedings of the 2007 international cross- …, 2007 – dl.acm.org Page 1. Accessmonkey: A Collaborative Scripting Framework for Web Users and Developers Jeffrey P. Bigham and Richard E. Ladner Department of Computer Science and Engineering University of Washington Seattle, WA 98115 USA {jbigham|ladner}@cs.washington.edu …  Cited by 43 – Related articles – All 8 versions

How the Web helps people turn ideas into code J Brandt, PJ Guo, J Lewenstein… – No Code Required: …, 2010 – books.google.com … Allen, J., Chambers, N., Ferguson, G., Galescu, L., Jung, H., Swift, M., et al.(2007). PLOW: A Collaborative Task Learning Agent. In Proceedings of the AAAI Conference on Artificial Intelligence: Special Track on Integrated Intelligence. Anderson, C.(2008). …  Related articles

Transcendence: enabling a personal view of the deep web [PDF] from washington.eduJP Bigham, AC Cavender, RS Kaminsky… – Proceedings of the 13th …, 2008 – dl.acm.org … mashups [30]. Systems that record web macros, such as Creo [17], PLOW [22], and Turquoise [25], could enable users to automatically retrieve pages but cannot generalize user input in order to explore web forms. Creo generalizes …  Cited by 14 – Related articles – All 13 versions

Enabling web users and developers to script accessibility with Accessmonkey JP Bigham, JT Brudvik, JO Leung… – Disability & …, 2009 – informahealthcare.com … Other work has explored programming-by demonstration methods for automating web tasks, such as Web Macros [36], PLOW [37], and Turquoise [38], which help users automated completing tasks on the web but do not improve the accessibility of the underlying pages. …  Cited by 4 – Related articles – All 4 versions

Relations, cards, and search templates: user-guided web data integration and layout M Dontcheva, SM Drucker, D Salesin… – Proceedings of the 20th …, 2007 – dl.acm.org … To handle these dy- namic webpages, in subsequent work we hope to leverage research into macro recording systems such as WebVCR [2], Turquoise [25], Web Macros [27], TrIAs [3], PLOW [18], and Creo [9]. These systems allow users to record a series of interactions, store …  Cited by 28 – Related articles – All 8 versions

Mining web interactions to automatically create mash-ups [PDF] from psu.eduJP Bigham, RS Kaminsky… – Proceedings of the 22nd annual …, 2009 – dl.acm.org … could benefit from it. Web macro recorders, such as Creo [7], PLOW [11], Co- Scripter [13] and Turquoise [15], could be used to collect re- sults from a single web site but cannot merge the results from multiple sites. In TX2, users …  Cited by 3 – Related articles – All 11 versions

Law in American History (Chapter Six) GE White – papers.ssrn.com Page 1. Electronic copy available at: http://ssrn.com/abstract=1711199 University of Virginia School of Law Public Law and Legal Theory Research Paper Series No. 2010-46 Law in American History (Chapter Six) G. Edward White University of Virginia School of Law …  Related articles

[BOOK] Happiness Is Up to Me A Ward – 2006 – books.google.com Page 1. Angela Ward Happiness is Up to Me A Teacher’s Journey to a Choice Theory Classroom Page 2. Happiness Is Up to Me A Teacher’s Journey to a Choice Theory Classroom Angela Ward Page 3. (c) Copyright 2005 Angela Ward. All rights reserved. …  Library Search – All 2 versions

[BOOK] Scaredy cat M Billingham – 2004 – books.google.com Page 1. “An incredibly satisfying and engaging thriller.” Karin Slaughter, author of Kisscut MARK author of Lazybones SERIAL KILLERS USUALLY WORK ALONE … Page 2. AVON US$7.50 Coming soon in hardcover: THE LATEST …  Library Search – All 2 versions

[BOOK] Language acquisition and communicative choice SM Ervin-Tripp – 1973 – books.google.com Page 1. Language Acquisition and Communi- cative Choice Susan M.Ervin-Tripp Selected and Introduced by Anwar S. Dil Page 2. Language Acquisition and Communicative Choice Essays by Susan M. Ervin-Tripp Selected …  Cited by 168 – Related articles – Library Search – All 2 versions