Interestingness PowerPoint PPT Presentations

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Image Interestingness PowerPoint PPT Presentation
Image Interestingness - Interestingness: An aesthetic attribute ... types of image attributes: symmetry, abstraction, depth, ... Short span discrimination = Content presentation time ...
Interestingness: An aesthetic attribute ... types of image attributes: symmetry, abstraction, depth, ... Short span discrimination = Content presentation time ...
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Selecting the Right Interestingness Measure for Association Patterns PowerPoint PPT Presentation
Selecting the Right Interestingness Measure for Association Patterns - Pang-Ning Tan, Vipin Kumar, and Jaideep Srivastava Department of Computer Science and Engineering University of Minnesota Presented by Ahmet Bulut
Pang-Ning Tan, Vipin Kumar, and Jaideep Srivastava Department of Computer Science and Engineering University of Minnesota Presented by Ahmet Bulut
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Image Interestingness PowerPoint PPT Presentation
Image Interestingness - Properties of visual content in images belonging to a conceptual category which ... clearing grassland crop harvest paddy cultivation. shore plage sand seaside ...
Properties of visual content in images belonging to a conceptual category which ... clearing grassland crop harvest paddy cultivation. shore plage sand seaside ...
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On information theory and association rule interestingness PowerPoint PPT Presentation
On information theory and association rule interestingness - Suppose now we know that a player bets $10 on 'odd' each game, and on average wins ... The set of constraints generated by an association rule I J is defined as ...
Suppose now we know that a player bets $10 on 'odd' each game, and on average wins ... The set of constraints generated by an association rule I J is defined as ...
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Data Warehousing/Mining Comp 150 DW Chapter 4: Data Mining Primitives, Languages, and System Architectures PowerPoint PPT Presentation
Data Warehousing/Mining Comp 150 DW Chapter 4: Data Mining Primitives, Languages, and System Architectures - Measurements of Pattern Interestingness ... Utility potential usefulness of a pattern is a factor determining its interestingness ...
Measurements of Pattern Interestingness ... Utility potential usefulness of a pattern is a factor determining its interestingness ...
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MACHINE LEARNING PowerPoint PPT Presentation
MACHINE LEARNING - Learning is any change in a system that allows it to perform ... of interestingness . Its basic control cycle is. to select the first task from the agenda,work ...
Learning is any change in a system that allows it to perform ... of interestingness . Its basic control cycle is. to select the first task from the agenda,work ...
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Tactical AI in Real Time PowerPoint PPT Presentation
Tactical AI in Real Time - computer assists the player (intelligence amplification instead of artificial ... Interestingness of the area depends on proximity to walls and dangerous areas, ...
computer assists the player (intelligence amplification instead of artificial ... Interestingness of the area depends on proximity to walls and dangerous areas, ...
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Extending Nave Bayes Classifiers Using Long Itemsets PowerPoint PPT Presentation
Extending Nave Bayes Classifiers Using Long Itemsets - Interestingness ... 2) Interestingness of l (taking into acount any combination of ... an evaluation of the interestingness measure / Product approximation heuristic. ...
Interestingness ... 2) Interestingness of l (taking into acount any combination of ... an evaluation of the interestingness measure / Product approximation heuristic. ...
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Region Discovery Using Hierarchical Supervised Clustering PowerPoint PPT Presentation
Region Discovery Using Hierarchical Supervised Clustering - A Measure of Interestingness Reward-based Fitness Function ... Then, the background information was attached to each individual county based on ...
A Measure of Interestingness Reward-based Fitness Function ... Then, the background information was attached to each individual county based on ...
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ReConceptualizing LiteratureBased Discovery PowerPoint PPT Presentation
ReConceptualizing LiteratureBased Discovery - Regardless of how this is done, how the implicit assertions are assessed, ... autophagy, or. therapeutic agents 'Interestingness' Measures. Field of data mining. ...
Regardless of how this is done, how the implicit assertions are assessed, ... autophagy, or. therapeutic agents 'Interestingness' Measures. Field of data mining. ...
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Clustering and Visual Data Analysis PowerPoint PPT Presentation
Clustering and Visual Data Analysis - Objective function that expresses our notion of interestingness for this data ... (2nd ed) by R. O. Duda, P. E. Hart and D. G. Stork, John Wiley & Sons, 2000 ...
Objective function that expresses our notion of interestingness for this data ... (2nd ed) by R. O. Duda, P. E. Hart and D. G. Stork, John Wiley & Sons, 2000 ...
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Consumer Behavior J' Schreiber PowerPoint PPT Presentation
Consumer Behavior J' Schreiber - Perception consists of the first three stages of ... Interestingness. Information Quantity. Interpretation (3rd Step of Perception) the assignment of ...
Perception consists of the first three stages of ... Interestingness. Information Quantity. Interpretation (3rd Step of Perception) the assignment of ...
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Artificial Neural Network For Automated Prediction of Popularity of Digitized Images PowerPoint PPT Presentation
Artificial Neural Network For Automated Prediction of Popularity of Digitized Images - Flickr.com ranks photographs based on their popularity in the site's user base. ... Result: outputs do not naturally cluster based on 'interestingness' ...
Flickr.com ranks photographs based on their popularity in the site's user base. ... Result: outputs do not naturally cluster based on 'interestingness' ...
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Unsupervised learning: Clustering PowerPoint PPT Presentation
Unsupervised learning: Clustering - Objective function that expresses our notion of interestingness for ... Define a measure of cluster compactness as the total distance from the cluster mean: ...
Objective function that expresses our notion of interestingness for ... Define a measure of cluster compactness as the total distance from the cluster mean: ...
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data mining PowerPoint PPT Presentation
data mining - datamining basics
datamining basics
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Research Methods for the Learning Sciences PowerPoint PPT Presentation
Research Methods for the Learning Sciences - Research Methods for the Learning Sciences Ken Koedinger Thanks to Ryan Baker for prior version of the s *
Research Methods for the Learning Sciences Ken Koedinger Thanks to Ryan Baker for prior version of the s *
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Preliminary Results from the Questionnaire Study PowerPoint PPT Presentation
Preliminary Results from the Questionnaire Study - Five characters (from left to right): Dino, William, Julie, Philippe, and Onty ... Affect space (emotional valence, arousal, dominance) ...
Five characters (from left to right): Dino, William, Julie, Philippe, and Onty ... Affect space (emotional valence, arousal, dominance) ...
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Diversity of User Activity and Content Quality in Online Communities PowerPoint PPT Presentation
Diversity of User Activity and Content Quality in Online Communities - Title: PowerPoint Presentation Last modified by: thogg Created Date: 1/1/1601 12:00:00 AM Document presentation format: On-screen Show Other titles
Title: PowerPoint Presentation Last modified by: thogg Created Date: 1/1/1601 12:00:00 AM Document presentation format: On-screen Show Other titles
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PowerPoint-Pr PowerPoint PPT Presentation
PowerPoint-Pr - Title: PowerPoint-Pr sentation Author: iwt iwt Last modified by: Judith Created Date: 10/3/2005 2:25:35 PM Document presentation format: Bildschirmpr sentation (4:3)
Title: PowerPoint-Pr sentation Author: iwt iwt Last modified by: Judith Created Date: 10/3/2005 2:25:35 PM Document presentation format: Bildschirmpr sentation (4:3)
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Action Rules Discovery /Lecture I/ PowerPoint PPT Presentation
Action Rules Discovery /Lecture I/ - Action Rules Discovery /Lecture I/ by Zbigniew W. Ras UNC-Charlotte, USA
Action Rules Discovery /Lecture I/ by Zbigniew W. Ras UNC-Charlotte, USA
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WORKSHOP PowerPoint PPT Presentation
WORKSHOP - Intensive Workshop on 'Writing Persuasive Recommendation Letters in English for Students' Lam Yan, Shirley * Dress up and culture appropriately Exceptional 1.
Intensive Workshop on 'Writing Persuasive Recommendation Letters in English for Students' Lam Yan, Shirley * Dress up and culture appropriately Exceptional 1.
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Course on Data Mining (581550-4) PowerPoint PPT Presentation
Course on Data Mining (581550-4) - Post- processing. Phases of the KDD process (2) 21.11.2001. Data ... post-processing ... 3750 eat cereal. 2000 both play basket ball and eat cereal ...
Post- processing. Phases of the KDD process (2) 21.11.2001. Data ... post-processing ... 3750 eat cereal. 2000 both play basket ball and eat cereal ...
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Game of Life PowerPoint PPT Presentation
Game of Life - Game of Life Changhyo Yu 2003. 06. 09 Introduction Conway s Game of Life Rule Dies if # of alive neighbor cells =
Game of Life Changhyo Yu 2003. 06. 09 Introduction Conway s Game of Life Rule Dies if # of alive neighbor cells =
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Game of Life PowerPoint PPT Presentation
Game of Life - Conway's Game of Life. Rule. Dies if # of alive neighbor cells = 2 (loneliness) ... Game of Life. 9. Conclusion. I made a method to find an interesting rule ...
Conway's Game of Life. Rule. Dies if # of alive neighbor cells = 2 (loneliness) ... Game of Life. 9. Conclusion. I made a method to find an interesting rule ...
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Data Mining Primitives, Languages, and System Architectures PowerPoint PPT Presentation
Data Mining Primitives, Languages, and System Architectures - Design graphical user interfaces based on a data mining query language ... CIKM'94, Gaithersburg, Maryland, Nov. 1994. R. Meo, G. Psaila, and S. Ceri. ...
Design graphical user interfaces based on a data mining query language ... CIKM'94, Gaithersburg, Maryland, Nov. 1994. R. Meo, G. Psaila, and S. Ceri. ...
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An Overview of Domain-Driven Data Mining: Toward Actionable Knowledge Discovery (AKD) PowerPoint PPT Presentation
An Overview of Domain-Driven Data Mining: Toward Actionable Knowledge Discovery (AKD) - Title: Agent & Mining Interaction and Integration Author: lbcao Last modified by: FIT Created Date: 11/25/2006 12:59:20 AM Document presentation format
Title: Agent & Mining Interaction and Integration Author: lbcao Last modified by: FIT Created Date: 11/25/2006 12:59:20 AM Document presentation format
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Data Mining Primitives, Languages and System Architecture PowerPoint PPT Presentation
Data Mining Primitives, Languages and System Architecture - Data Mining Primitives, Languages and System Architecture CSE 634-Datamining Concepts and Techniques Professor Anita Wasilewska Presented By Sushma Devendrappa ...
Data Mining Primitives, Languages and System Architecture CSE 634-Datamining Concepts and Techniques Professor Anita Wasilewska Presented By Sushma Devendrappa ...
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Dr.%20Osmar%20R.%20Za PowerPoint PPT Presentation
Dr.%20Osmar%20R.%20Za - Slides for chapter 1: Introduction to data mining
Slides for chapter 1: Introduction to data mining
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Data Mining Association Analysis: Basic Concepts and Algorithms PowerPoint PPT Presentation
Data Mining Association Analysis: Basic Concepts and Algorithms - Prune candidate itemsets containing subsets of length k that are infrequent ... This may increase max length of frequent itemsets and traversals of hash tree ...
Prune candidate itemsets containing subsets of length k that are infrequent ... This may increase max length of frequent itemsets and traversals of hash tree ...
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Data%20Mining%20Association%20Analysis:%20Basic%20Concepts%20and%20Algorithms PowerPoint PPT Presentation
Data%20Mining%20Association%20Analysis:%20Basic%20Concepts%20and%20Algorithms - Tan,Steinbach, Kumar Introduction to Data Mining 4 ... Given a set of transactions, find rules that will predict the ... Triplets (3-itemsets) Minimum ...
Tan,Steinbach, Kumar Introduction to Data Mining 4 ... Given a set of transactions, find rules that will predict the ... Triplets (3-itemsets) Minimum ...
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Data Mining Primitives, Languages and System Architecture PowerPoint PPT Presentation
Data Mining Primitives, Languages and System Architecture - Data Mining Primitives, Languages and System Architecture CSE 634-Datamining Concepts and Techniques Professor Anita Wasilewska Presented By Sushma Devendrappa ...
Data Mining Primitives, Languages and System Architecture CSE 634-Datamining Concepts and Techniques Professor Anita Wasilewska Presented By Sushma Devendrappa ...
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PERCEPTION PowerPoint PPT Presentation
PERCEPTION - Exposure (e.g., consumer must see your billboard) ... freeway billboard. direct mail appeal. MKTG 371 PERCEPTION Lars Perner, Instructor 12 ...
Exposure (e.g., consumer must see your billboard) ... freeway billboard. direct mail appeal. MKTG 371 PERCEPTION Lars Perner, Instructor 12 ...
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Kristina Lerman PowerPoint PPT Presentation
Kristina Lerman - Friends of user A are everyone A is watching. Fans of A are all users ... Voting is also impacted by social interactions (e.g, through the Friends Interface) ...
Friends of user A are everyone A is watching. Fans of A are all users ... Voting is also impacted by social interactions (e.g, through the Friends Interface) ...
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Discovering Interesting Regions in Spatial Data Sets PowerPoint PPT Presentation
Discovering Interesting Regions in Spatial Data Sets - Representative-based Clustering Using Randomized Hill Climbing (CLEVER) ... Representative-based Clustering with Gabriel Graph Based Post-processing (MOSAIC) ...
Representative-based Clustering Using Randomized Hill Climbing (CLEVER) ... Representative-based Clustering with Gabriel Graph Based Post-processing (MOSAIC) ...
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Association Rules PowerPoint PPT Presentation
Association Rules - Only a small subset of derived rules might be meaningful/useful ... Confidence is not discriminative enough criterion. Beyond original support & confidence ...
Only a small subset of derived rules might be meaningful/useful ... Confidence is not discriminative enough criterion. Beyond original support & confidence ...
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Independent Component Analysis ICA PowerPoint PPT Presentation
Independent Component Analysis ICA - Find W that makes components si as statistically independent as possible ... n = number of independent components. A has full column rank ...
Find W that makes components si as statistically independent as possible ... n = number of independent components. A has full column rank ...
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Data Mining, Data Warehousing and Knowledge Discovery Basic Algorithms and Concepts PowerPoint PPT Presentation
Data Mining, Data Warehousing and Knowledge Discovery Basic Algorithms and Concepts - Data Mining, Data Warehousing and Knowledge Discovery Basic Algorithms and Concepts Srinath Srinivasa IIIT Bangalore sri@iiitb.ac.in Some MDBMS Operations Roll-up Add ...
Data Mining, Data Warehousing and Knowledge Discovery Basic Algorithms and Concepts Srinath Srinivasa IIIT Bangalore sri@iiitb.ac.in Some MDBMS Operations Roll-up Add ...
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Mining Generalized Association Rules PowerPoint PPT Presentation
Mining Generalized Association Rules - Mining Generalized Association Rules. R. Srikant & R. Agrawal (IBM) Presentation by: Colin Cherry ... How can we get them efficiently? How can we reduce rule ...
Mining Generalized Association Rules. R. Srikant & R. Agrawal (IBM) Presentation by: Colin Cherry ... How can we get them efficiently? How can we reduce rule ...
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Subgroup Discovery PowerPoint PPT Presentation
Subgroup Discovery - Title: Data Mining lecture Author: Arno Knobbe Last modified by: Arno Knobbe Created Date: 6/4/1996 5:33:28 PM Document presentation format: Letter Paper (8.5x11 in)
Title: Data Mining lecture Author: Arno Knobbe Last modified by: Arno Knobbe Created Date: 6/4/1996 5:33:28 PM Document presentation format: Letter Paper (8.5x11 in)
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Mining Association Rules in Large Databases PowerPoint PPT Presentation
Mining Association Rules in Large Databases - Mining single-dimensional Boolean association rules from transactional databases ... people who purchase tires and auto accessories also get automotive services done ...
Mining single-dimensional Boolean association rules from transactional databases ... people who purchase tires and auto accessories also get automotive services done ...
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Knowledge Engineering PowerPoint PPT Presentation
Knowledge Engineering - Knowledge Engineering & Data mining
Knowledge Engineering & Data mining
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Data Mining, Data Warehousing and Knowledge Discovery Basic Algorithms and Concepts PowerPoint PPT Presentation
Data Mining, Data Warehousing and Knowledge Discovery Basic Algorithms and Concepts - Data Mining, Data Warehousing and Knowledge Discovery ... which contain j as a sequence Sequence data: transaction logs, DNA sequences, patient ailment history, ...
Data Mining, Data Warehousing and Knowledge Discovery ... which contain j as a sequence Sequence data: transaction logs, DNA sequences, patient ailment history, ...
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CS590D: Data Mining Prof. Chris Clifton PowerPoint PPT Presentation
CS590D: Data Mining Prof. Chris Clifton - An implication expression of the form X Y, where X and Y are itemsets. Example: ... Dynamic itemset counting and implication rules for market basket data. In SIGMOD'97 ...
An implication expression of the form X Y, where X and Y are itemsets. Example: ... Dynamic itemset counting and implication rules for market basket data. In SIGMOD'97 ...
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Prof. Dr. Bettina Berendt PowerPoint PPT Presentation
Prof. Dr. Bettina Berendt - Web Usage Mining Modelling: frequent-pattern mining I (sequence mining with WUM), classification and clustering) Prof. Dr. Bettina Berendt Humboldt Univ. Berlin, Germany
Web Usage Mining Modelling: frequent-pattern mining I (sequence mining with WUM), classification and clustering) Prof. Dr. Bettina Berendt Humboldt Univ. Berlin, Germany
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Mining Images of Material Nanostructure Data PowerPoint PPT Presentation
Mining Images of Material Nanostructure Data - Bioinformatics. Materials Science. Nanotechnology. 3. Nanotechnology. Field that involves ... Structures, devices and systems by controlling. Shape, size, ...
Bioinformatics. Materials Science. Nanotechnology. 3. Nanotechnology. Field that involves ... Structures, devices and systems by controlling. Shape, size, ...
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Mining For Strong Negative Associations In A Large Database Of Customer Transactions PowerPoint PPT Presentation
Mining For Strong Negative Associations In A Large Database Of Customer Transactions - If additional domain knowledge is incorporated it is possible to mine more negative rules ... Domain Knowledge - We assume that a taxonomy already exists ...
If additional domain knowledge is incorporated it is possible to mine more negative rules ... Domain Knowledge - We assume that a taxonomy already exists ...
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Data mining PowerPoint PPT Presentation
Data mining - Data mining
Data mining
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An Overview of DomainDriven Data Mining: Toward Actionable Knowledge Discovery AKD PowerPoint PPT Presentation
An Overview of DomainDriven Data Mining: Toward Actionable Knowledge Discovery AKD - ... Ou, Y. Market Microstructure Patterns Powering Trading and Surveillance Agents. ... Cao, L. Developing Actionable Trading Strategies, in edited book: Intelligent ...
... Ou, Y. Market Microstructure Patterns Powering Trading and Surveillance Agents. ... Cao, L. Developing Actionable Trading Strategies, in edited book: Intelligent ...
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Personality and Believability PowerPoint PPT Presentation
Personality and Believability - 2nd Workshop on Intelligent Virtual Agents (Virtual Agents 99) ... System raises too high/complex/... expectations in users ... (Phoebe Sengers) ...
2nd Workshop on Intelligent Virtual Agents (Virtual Agents 99) ... System raises too high/complex/... expectations in users ... (Phoebe Sengers) ...
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Discovering Interesting Regions in Spatial Data Sets PowerPoint PPT Presentation
Discovering Interesting Regions in Spatial Data Sets - ... for the Volcano dataset for b=1.01, =6, which can be attributed to the fact that ... Avg. wall clocktime for smaller datasets SCAH:SCMRG/SCHG: 13:1/52:1 ...
... for the Volcano dataset for b=1.01, =6, which can be attributed to the fact that ... Avg. wall clocktime for smaller datasets SCAH:SCMRG/SCHG: 13:1/52:1 ...
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Evaluation of Association Patterns PowerPoint PPT Presentation
Evaluation of Association Patterns - 700 students know how to bike (B) 420 students know how to swim and bike (S,B) ... knows how to swim, then it is more probable he knows how to bike, and vice versa ...
700 students know how to bike (B) 420 students know how to swim and bike (S,B) ... knows how to swim, then it is more probable he knows how to bike, and vice versa ...
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Research issues on association rule mining PowerPoint PPT Presentation
Research issues on association rule mining - 'Interesting' is a subjective sense... Domain knowledge is needed at some ... Possible interesting problems concerning association rule mining on data streams: ...
'Interesting' is a subjective sense... Domain knowledge is needed at some ... Possible interesting problems concerning association rule mining on data streams: ...
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Design and Evaluation of an Adaptive Incentive Mechanism for Sustained Educational Communities PowerPoint PPT Presentation
Design and Evaluation of an Adaptive Incentive Mechanism for Sustained Educational Communities - Insufficient user participation in online communities ... Proposing an incentive mechanism regulating quantity and quality of user ...
Insufficient user participation in online communities ... Proposing an incentive mechanism regulating quantity and quality of user ...
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Implicit feedback: Good may be better than best PowerPoint PPT Presentation
Implicit feedback: Good may be better than best - Much credit: 'hypertext', inspiration for the web, Lotus notes, HyperCard ... If the best link is not displayed, users will still click on something ...
Much credit: 'hypertext', inspiration for the web, Lotus notes, HyperCard ... If the best link is not displayed, users will still click on something ...
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Design and Evaluation of an Adaptive Incentive Mechanism for Sustained Educational Communities PowerPoint PPT Presentation
Design and Evaluation of an Adaptive Incentive Mechanism for Sustained Educational Communities - Insufficient user participation in online communities ... Online community for sharing URLs of class-related web-resources (bookmarks) ...
Insufficient user participation in online communities ... Online community for sharing URLs of class-related web-resources (bookmarks) ...
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