Programming by example - Revision history

Tom.Reding: +{{Authority control}} (2 IDs from Wikidata), WP:GenFixes on

2021-03-31T22:06:00Z

+{{Authority control}} (2 IDs from Wikidata), WP:GenFixes on

← Previous revision		Revision as of 22:06, 31 March 2021
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	In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[machine learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.		In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[machine learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.

	PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby].		PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby].

	Also the [[programming by demonstration]] (PbD) term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task. The usual distinction in literature between these terms is that in PbE the user gives a prototypical product of the computer execution, such as [[Query by Example\|a row in the desired results of a query]]; while in PbD the user performs a sequence of actions that the computer must repeat, generalizing it to be used in different data sets. For final users, to automate a workflow in a complex tool (e.g. [[Adobe Photoshop\|Photoshop]]), the most simple case of PbD is the [[macro recorder]].		Also the [[programming by demonstration]] (PbD) term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task. The usual distinction in literature between these terms is that in PbE the user gives a prototypical product of the computer execution, such as [[Query by Example\|a row in the desired results of a query]]; while in PbD the user performs a sequence of actions that the computer must repeat, generalizing it to be used in different data sets. For final users, to automate a workflow in a complex tool (e.g. [[Adobe Photoshop\|Photoshop]]), the most simple case of PbD is the [[macro recorder]].

	==See also==		==See also==
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	==References==		==References==
			{{Reflist}}
	<references />

	==External links==		==External links==
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	* [http://web.media.mit.edu/~lieber/Your-Wish/ Online copy of <u>Your Wish is My Command</u>, Henry Lieberman's sequel to <u>Watch What I Do</u>]		* [http://web.media.mit.edu/~lieber/Your-Wish/ Online copy of <u>Your Wish is My Command</u>, Henry Lieberman's sequel to <u>Watch What I Do</u>]
	* [http://www.dsmforum.org/events/DSVL01/carlson.pdf <u>A Visual Language for Data Mapping</u>, John Carlson's description of an Integrated Development Environment (IDE) that used Programming by Example (desktop objects) for data mapping, and an iconic language for recording operations]		* [http://www.dsmforum.org/events/DSVL01/carlson.pdf <u>A Visual Language for Data Mapping</u>, John Carlson's description of an Integrated Development Environment (IDE) that used Programming by Example (desktop objects) for data mapping, and an iconic language for recording operations]

			{{Authority control}}

	[[Category:User interfaces]]		[[Category:User interfaces]]
	[[Category:Programming paradigms]]		[[Category:Programming paradigms]]
	[[Category:Machine learning]]		[[Category:Machine learning]]


	{{comp-sci-stub}}		{{comp-sci-stub}}

Krauss at 13:41, 14 July 2019

2019-07-14T13:41:45Z

← Previous revision		Revision as of 13:41, 14 July 2019
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	In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[machine learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.		In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[machine learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.

	PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby]. ~~Also the [[programming by demonstration]] term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task.~~		PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby].

			Also the [[programming by demonstration]] (PbD) term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task. The usual distinction in literature between these terms is that in PbE the user gives a prototypical product of the computer execution, such as [[Query by Example\|a row in the desired results of a query]]; while in PbD the user performs a sequence of actions that the computer must repeat, generalizing it to be used in different data sets. For final users, to automate a workflow in a complex tool (e.g. [[Adobe Photoshop\|Photoshop]]), the most simple case of PbD is the [[macro recorder]].

	==See also==		==See also==

Krauss: /* See also */

2019-07-14T13:29:11Z

GünniX: References

2018-09-13T04:59:22Z

References

← Previous revision		Revision as of 04:59, 13 September 2018
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	* [[Programming by demonstration]]		* [[Programming by demonstration]]
	* [[Test-driven development]]<!-- example-driven software development -->		* [[Test-driven development]]<!-- example-driven software development -->

			==References==
			<references />

	==External links==		==External links==

Jarble: This paragraph cites an article that mentions machine learning, but not supervised learning.

2018-09-08T16:42:44Z

This paragraph cites an article that mentions machine learning, but not supervised learning.

← Previous revision		Revision as of 16:42, 8 September 2018
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	In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[~~supervised~~ learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.		In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[machine learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.

	PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby]. Also the [[programming by demonstration]] term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task.		PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby]. Also the [[programming by demonstration]] term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task.

Jarble: /* See also */

2018-08-10T04:19:51Z

Jarble: added Category:Machine learning using HotCat

2018-08-09T04:53:11Z

added Category:Machine learning using HotCat

← Previous revision		Revision as of 04:53, 9 August 2018
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	[[Category:User interfaces]]		[[Category:User interfaces]]
	[[Category:Programming paradigms]]		[[Category:Programming paradigms]]
			[[Category:Machine learning]]

	{{comp-sci-stub}}		{{comp-sci-stub}}

Jarble: adding a reference

2018-08-09T04:51:57Z

adding a reference

← Previous revision		Revision as of 04:51, 9 August 2018
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	In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for teaching a [[computer]] new [[behavior]] by demonstrating actions on concrete examples. The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.		In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for [[supervised learning\|teaching a computer new behavior]] by demonstrating actions on concrete examples.<ref>[https://www.microsoft.com/en-us/research/publication/machine-learning-framework-programming-example/ A Machine Learning Framework for Programming by Example - Microsoft]</ref> The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.

	PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby]. Also the [[programming by demonstration]] term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task.		PbE is intended to be easier to do than traditional [[computer programming]], which generally requires learning and using a [[programming language]]. Many PbE systems have been developed as research prototypes, but few have found widespread real-world application. More recently, PbE has proved to be a useful paradigm for creating scientific work-flows. PbE is used in two independent clients for the [[BioMOBY]] protocol: [http://www.biomedcentral.com/1471-2105/8/208/abstract Seahawk] and [http://www.scfbm.org/content/1/1/4 Gbrowse moby]. Also the [[programming by demonstration]] term has been mostly adopted by robotics researchers for teaching new behaviors to the robot through a physical demonstration of the task.

Gherson2: /* External links */ Prior linked page lacked the links to book content.

2018-06-18T16:19:34Z

External links: Prior linked page lacked the links to book content.

← Previous revision		Revision as of 16:19, 18 June 2018
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	* [http://web.media.mit.edu/~lieber/PBE/ Henry Lieberman's page on Programming by Example]		* [http://web.media.mit.edu/~lieber/PBE/ Henry Lieberman's page on Programming by Example]
	* [http://www.acypher.com/wwid/ Online copy of <u>Watch What I Do</u>, Allen Cypher's book on Programming by Demonstration]		* [http://www.acypher.com/wwid/ Online copy of <u>Watch What I Do</u>, Allen Cypher's book on Programming by Demonstration]
	* [http://web.media.mit.edu/~lieber~~/PBE~~/Your-Wish/ Online copy of <u>Your Wish is My Command</u>, Henry Lieberman's sequel to <u>Watch What I Do</u>]		* [http://web.media.mit.edu/~lieber/Your-Wish/ Online copy of <u>Your Wish is My Command</u>, Henry Lieberman's sequel to <u>Watch What I Do</u>]
	* [http://www.dsmforum.org/events/DSVL01/carlson.pdf <u>A Visual Language for Data Mapping</u>, John Carlson's description of an Integrated Development Environment (IDE) that used Programming by Example (desktop objects) for data mapping, and an iconic language for recording operations]		* [http://www.dsmforum.org/events/DSVL01/carlson.pdf <u>A Visual Language for Data Mapping</u>, John Carlson's description of an Integrated Development Environment (IDE) that used Programming by Example (desktop objects) for data mapping, and an iconic language for recording operations]

Klbrain: Removing stale merge proposal from 2016; no new case made, no support over 2 years; earlier proposal failed - see Talk:Programming by demonstration#Separate article from "Programming by Demonstration"

2018-02-10T20:45:26Z

Removing stale merge proposal from 2016; no new case made, no support over 2 years; earlier proposal failed - see Talk:Programming by demonstration#Separate article from "Programming by Demonstration"

← Previous revision		Revision as of 20:45, 10 February 2018
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	{{Merge\|Programming by demonstration\|date=May 2016}}

	In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for teaching a [[computer]] new [[behavior]] by demonstrating actions on concrete examples. The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.		In [[computer science]], '''programming by example''' ('''PbE'''), also termed '''programming by demonstration''' or more generally as '''demonstrational programming''', is an [[end-user development]] technique for teaching a [[computer]] new [[behavior]] by demonstrating actions on concrete examples. The system records user actions and infers a generalized [[Computer program\|program]] that can be used on new examples.

← Previous revision		Revision as of 13:29, 14 July 2019
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	==See also==		==See also==
			* [[Query by Example]]
	* [[Automated machine learning]]		* [[Automated machine learning]]
	* [[Example-based machine translation]]		* [[Example-based machine translation]]

← Previous revision		Revision as of 04:19, 10 August 2018
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	==See also==		==See also==
			* [[Automated machine learning]]
	* [[Example-based machine translation]]		* [[Example-based machine translation]]
	* [[Inductive programming]]		* [[Inductive programming]]