SlideShare a Scribd company logo
1 of 38
Designing Search for Humans Dr. Marti Hearst UC Berkeley Enterprise Search Summit Keynote Speech May 11 2010
Consider the Human  Feelings Language, Memory, and Planning Sociability
Feelings Aesthetics Emotional Stages Flow
Feelings: The Importance of Aesthetics ,[object Object],[object Object],[object Object],[object Object],Nakarada-Kordic & Lobb, 2005, Ben-Basset et al. 2006, Parush et al. 1998, van der Heijden 2003
 
Feelings: The Importance of Aesthetics ,[object Object],[object Object],[object Object],[object Object],[object Object],Hotchkiss 2007
Feelings ,[object Object],(Assuming novice researchers engaged in challenging tasks) Uncertainty and apprehension Optimism (after deciding) Confusion, uncertainty, doubt, frustration Confidence dawning * Confidence growing Relief and satisfaction (or disappointment) Initiation Selection Exploration Formulation Collection Presentation
Feelings: The Importance of Flow
Feelings: The Importance of Flow ,[object Object],[object Object]
Properties of Interfaces with Flow ,[object Object],Support interrupt-free engagement in the task No blockages Easy reversal of actions ,[object Object]
Language, Memory, & Planning Address Anchoring and Vocabulary Problems  Provide Memory Aids Suggest Helpful Next Steps
Language
Language: The Vocabulary Problem ,[object Object],[object Object]
Language: The Vocabulary Problem ,[object Object],[object Object],[object Object],Furnas et al., 1987
Language: The Problem of Anchoring ,[object Object],[object Object],[object Object],[object Object],Ariely,  Predictably Irrational,  2008, Harper
The Problem of Anchoring ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Russell, 2006
Provide Memory Aids Support “Recognition Over Recall”
Provide Memory Aids ,[object Object],www.yelp.com, www.powerset.com
Memory Aids ,[object Object],PubMed amazon.com Dumais et al., Stuff I’ve Seen, SIGIR 2003
Memory Aids; Anchoring Aids ,[object Object],http://netflix.com http://google.com
Memory Aids; Anchoring Aids ,[object Object],http://www.imamuseum.org/ http://nextbio.com
Suggest Next Steps: Query suggestions ,[object Object],http://bing.com http://yahoo.com
Suggest Next Steps: Query suggestions http://nextbio.com PubMed
Suggest Next Steps: Query Destinations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],White et al., SIGIR 2007
Suggest Next Steps: Related Documents ,[object Object],PubMed amazon.com
Putting It All Together: Faceted Navigation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A New Development: Faceted Breadcrumbs ,[object Object]
Sociability People are Social; Computers are Lonely.  Don’t Personalize Search, Socialize it!
Social Search Implicit: Suggestions generated as a side-effect of search activity. Asking: Communicating directly with others. Collaboration: Working with other people on a search task. Explicit: knowledge accumulates via the actions of many.
The DARPA Network (Red Balloon) Challenge The ultimate in social question answering
Social Search: Asking ,[object Object],Morris et al., CHI 2010 Type % Example Recommendation 29% Building a new playlist – any ideas for good running songs? Opinion 22% I am wondering if I should buy the Kitchen-Aid ice cream maker? Factual 17% Anyone know a way to put Excel charts into LaTeX? Rhetorical 14% Why are men so stupid? Invitation 9% Who wants to go to Navya Lounge this evening? Favor 4% Need a babysitter in a big way tonight… anyone?? Social connection 3% I am hiring in my team. Do you know anyone who would be interested? Offer 1% Could any of my friends use boys size 4 jeans?
Social Search: Implicit Suggestions ,[object Object],[object Object],[object Object],[object Object],[object Object]
Social Search: Explicit Help Question-Answering Sites ,[object Object],[object Object],[object Object],[object Object]
 
Explicit Suggestions: Building Knowledge ,[object Object],[object Object],Millen et al., CHI 2006
Collaborative Search Pickens et al., SIGIR 2008
Summary: Consider the Human ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you! Full text freely available at: http://searchuserinterfaces.com

More Related Content

Similar to Designing Search For Humans

Engagement Methods
Engagement MethodsEngagement Methods
Engagement MethodsNoel Hatch
 
Aims and Considerations sheet
Aims and Considerations sheetAims and Considerations sheet
Aims and Considerations sheetSanemPBM
 
La gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientas
La gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientasLa gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientas
La gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientasRadar Información y Conocimiento
 
HITD 201: Design Thinking - Lecture 2; Empathy and Understanding Users
HITD 201: Design Thinking - Lecture 2; Empathy and Understanding UsersHITD 201: Design Thinking - Lecture 2; Empathy and Understanding Users
HITD 201: Design Thinking - Lecture 2; Empathy and Understanding UsersMark Billinghurst
 
On target three-ways-to-keep-audience-in-focus_ivmg
On target three-ways-to-keep-audience-in-focus_ivmgOn target three-ways-to-keep-audience-in-focus_ivmg
On target three-ways-to-keep-audience-in-focus_ivmgKate Walser
 
Collaborative Research The Conference by Media Evolution Malmö
Collaborative Research The Conference by Media Evolution MalmöCollaborative Research The Conference by Media Evolution Malmö
Collaborative Research The Conference by Media Evolution MalmöErika Hall
 
Stepping stones to good research questions
Stepping stones to good research questionsStepping stones to good research questions
Stepping stones to good research questionsMónica Gilbert-Sáez
 
Community Management Presentation
Community Management PresentationCommunity Management Presentation
Community Management PresentationDavid Eaves
 
Research Methods 101, by Elliott Hedman
Research Methods 101, by Elliott HedmanResearch Methods 101, by Elliott Hedman
Research Methods 101, by Elliott Hedmannatematias
 
Social Job Search 2014
Social Job Search 2014Social Job Search 2014
Social Job Search 2014Patrick Stern
 
Design of recommender systems
Design of recommender systemsDesign of recommender systems
Design of recommender systemsRashmi Sinha
 
Aims and considerations sheet
Aims and considerations sheetAims and considerations sheet
Aims and considerations sheetashboyne
 
Devcon 2013: Understanding Search Behavior
Devcon 2013: Understanding Search BehaviorDevcon 2013: Understanding Search Behavior
Devcon 2013: Understanding Search BehaviorKelley Howell
 
Thinking questions
Thinking questionsThinking questions
Thinking questionsgwsis
 
Patterns for collaborative creativity
Patterns for collaborative creativityPatterns for collaborative creativity
Patterns for collaborative creativityJohn Thomas
 
Beyond the Brainstorm: Deepening Online Learning
Beyond the Brainstorm: Deepening Online LearningBeyond the Brainstorm: Deepening Online Learning
Beyond the Brainstorm: Deepening Online Learningshaavind
 
User-focused design for gold-standard compliance training
User-focused design for gold-standard compliance trainingUser-focused design for gold-standard compliance training
User-focused design for gold-standard compliance trainingStephanie Dedhar
 

Similar to Designing Search For Humans (20)

Engagement Methods
Engagement MethodsEngagement Methods
Engagement Methods
 
3 Usability Techniques
3 Usability Techniques3 Usability Techniques
3 Usability Techniques
 
Aims and Considerations sheet
Aims and Considerations sheetAims and Considerations sheet
Aims and Considerations sheet
 
La gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientas
La gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientasLa gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientas
La gestión del conocimiento: la Web 2.0, Redes Sociales, y otras herramientas
 
HITD 201: Design Thinking - Lecture 2; Empathy and Understanding Users
HITD 201: Design Thinking - Lecture 2; Empathy and Understanding UsersHITD 201: Design Thinking - Lecture 2; Empathy and Understanding Users
HITD 201: Design Thinking - Lecture 2; Empathy and Understanding Users
 
User Experience Workshop
User Experience WorkshopUser Experience Workshop
User Experience Workshop
 
On target three-ways-to-keep-audience-in-focus_ivmg
On target three-ways-to-keep-audience-in-focus_ivmgOn target three-ways-to-keep-audience-in-focus_ivmg
On target three-ways-to-keep-audience-in-focus_ivmg
 
Collaborative Research The Conference by Media Evolution Malmö
Collaborative Research The Conference by Media Evolution MalmöCollaborative Research The Conference by Media Evolution Malmö
Collaborative Research The Conference by Media Evolution Malmö
 
Stepping stones to good research questions
Stepping stones to good research questionsStepping stones to good research questions
Stepping stones to good research questions
 
Community Management Presentation
Community Management PresentationCommunity Management Presentation
Community Management Presentation
 
Community needs assessment.pla_2014.handout
Community needs assessment.pla_2014.handoutCommunity needs assessment.pla_2014.handout
Community needs assessment.pla_2014.handout
 
Research Methods 101, by Elliott Hedman
Research Methods 101, by Elliott HedmanResearch Methods 101, by Elliott Hedman
Research Methods 101, by Elliott Hedman
 
Social Job Search 2014
Social Job Search 2014Social Job Search 2014
Social Job Search 2014
 
Design of recommender systems
Design of recommender systemsDesign of recommender systems
Design of recommender systems
 
Aims and considerations sheet
Aims and considerations sheetAims and considerations sheet
Aims and considerations sheet
 
Devcon 2013: Understanding Search Behavior
Devcon 2013: Understanding Search BehaviorDevcon 2013: Understanding Search Behavior
Devcon 2013: Understanding Search Behavior
 
Thinking questions
Thinking questionsThinking questions
Thinking questions
 
Patterns for collaborative creativity
Patterns for collaborative creativityPatterns for collaborative creativity
Patterns for collaborative creativity
 
Beyond the Brainstorm: Deepening Online Learning
Beyond the Brainstorm: Deepening Online LearningBeyond the Brainstorm: Deepening Online Learning
Beyond the Brainstorm: Deepening Online Learning
 
User-focused design for gold-standard compliance training
User-focused design for gold-standard compliance trainingUser-focused design for gold-standard compliance training
User-focused design for gold-standard compliance training
 

More from marti_hearst

Text, Tags and Thumbnails: Latest Trends in Bioscience Literature Search
Text, Tags and Thumbnails:Latest Trends in Bioscience Literature SearchText, Tags and Thumbnails:Latest Trends in Bioscience Literature Search
Text, Tags and Thumbnails: Latest Trends in Bioscience Literature Searchmarti_hearst
 
The Castanet Algorithm for semi-automatically inducing faceted metadata
The Castanet Algorithm for semi-automatically inducing faceted metadataThe Castanet Algorithm for semi-automatically inducing faceted metadata
The Castanet Algorithm for semi-automatically inducing faceted metadatamarti_hearst
 
Faceted Metadata for Site Navigation and Search
Faceted Metadata for Site Navigation and SearchFaceted Metadata for Site Navigation and Search
Faceted Metadata for Site Navigation and Searchmarti_hearst
 
Some thoughts on social tagging
Some thoughts on social taggingSome thoughts on social tagging
Some thoughts on social taggingmarti_hearst
 
The Future of Search (Keynote at I-Know 2010)
The Future of Search (Keynote at I-Know 2010)The Future of Search (Keynote at I-Know 2010)
The Future of Search (Keynote at I-Know 2010)marti_hearst
 
Icwsm 2010 opening
Icwsm 2010 openingIcwsm 2010 opening
Icwsm 2010 openingmarti_hearst
 

More from marti_hearst (7)

Text, Tags and Thumbnails: Latest Trends in Bioscience Literature Search
Text, Tags and Thumbnails:Latest Trends in Bioscience Literature SearchText, Tags and Thumbnails:Latest Trends in Bioscience Literature Search
Text, Tags and Thumbnails: Latest Trends in Bioscience Literature Search
 
The Castanet Algorithm for semi-automatically inducing faceted metadata
The Castanet Algorithm for semi-automatically inducing faceted metadataThe Castanet Algorithm for semi-automatically inducing faceted metadata
The Castanet Algorithm for semi-automatically inducing faceted metadata
 
Faceted Metadata for Site Navigation and Search
Faceted Metadata for Site Navigation and SearchFaceted Metadata for Site Navigation and Search
Faceted Metadata for Site Navigation and Search
 
Some thoughts on social tagging
Some thoughts on social taggingSome thoughts on social tagging
Some thoughts on social tagging
 
The Future of Search (Keynote at I-Know 2010)
The Future of Search (Keynote at I-Know 2010)The Future of Search (Keynote at I-Know 2010)
The Future of Search (Keynote at I-Know 2010)
 
Icwsm 2010 opening
Icwsm 2010 openingIcwsm 2010 opening
Icwsm 2010 opening
 
Social Technology
Social TechnologySocial Technology
Social Technology
 

Recently uploaded

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 

Recently uploaded (20)

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 

Designing Search For Humans