SlideShare a Scribd company logo
1 of 49
I’m not you Modelling and conceptualizing personalization in information architecture Presented by / Bogo Vatovec Change Management / Knowledge Engineering / User Experience / Interaction Design / Process Engineering
[object Object],What will I be talking about?
Personalization related deliverables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],I‘m going to skip  the red ones….
Introduction to personalization
Personalization can mean lots of different things to different stakeholders
Some of these cases are trivial If you are happy enough that they apply to you, forget the rest of the presentation. For the others…
First some categorization No pretention that this modell is complete
Introduction – how personalization works ,[object Object],[object Object],[object Object],[object Object],[object Object]
Explicit personalization – the user chooses options
Implicit personalization
Most popular – collaborative filtering ,[object Object],Example: collaborative filtering
Conceptualizing personalization
Conceptualizing personalization  has one basic rule Describe behaviour without and with personalization separately.
Separate behaviour without and with personalization Without  personalization,  the user experience looks like this….. With   personalization,  the user experience looks like that….. Personalization expands the existing essential functionality. It is never a function on its own.  The interactive system must serve its main purpose also without personalization.
IAs use common usage scenarios to define the context of personalization
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Make sure to consider the following
Visualizing the big picture
Conceptual models -  a „rich picture“
Conceptual models – A relationships diagram
Profiles, profiles, profiles
User profiles ,[object Object],[object Object],[object Object],[object Object],[object Object],User profile ID Behavioral data Core profile Extended profile A0 A1 R1 R2 RP1
Content and function profile Content/function Attributes Tags Tag cloud
Example: Detailing the user profile
Clarify user profile management ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
It‘s time for use cases and flowcharts
Use cases in Information Architecture  Illustrative purpose only
Use case model allows us to better understand the interactive system generalize include A use case model consists of three main type of relationships: Illustrative purpose only
The aspects-oriented use case modelling gives extend relationship a dynamic dimension extend Illustrative purpose only
This dynamic dimension changes system behaviour
User profiles can be incorporated in the activity diagram For use case haters: Use the flow-diagramm connecting screens in the same way and create various flow for each profile-type
This is silly. Have no idea anymore what we are talking about
Bringing it all together in a readable form
Modelling using aspects-orientation provides several advantages ,[object Object],[object Object],[object Object],[object Object]
This was easy, wasn‘t it? Wait – were are at the personalization rules? Wait – were are the Bayesian models? Wait – were are adaptive interfaces?
Personalization rules specify conditions when personalization applies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let‘s move to technology a bit  and then explore the rest
Personalization strategy defines the use cases for technology ,[object Object],[object Object],[object Object],[object Object],[object Object]
To come up with requirements, you need to further specify them
Technical architecture for personalization Users User interface Layer Personalization Profile Layer  Specific Values Vocabulary Layer  Attributes Content User  Profile Content  Profile Content  Attributes User  Attributes Personalization Rules Personalization Rules Modified from the model by Argus Center for Information Architecture Analytics User  Behaviour Content  Statistics
How can this model help us? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Those of you who carefully listened notices that I missed an important compontent….. TIME
Until now we looked at the user and content profiles as one object with one state  Since the user profile has only one state, we forget the sequence of actions – user‘s decision making process
Here the fun begins: Adaptive user interfaces and even – yes – artificial intelligence ,[object Object],[object Object]
Remember the personalization rule from before ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Considering time brings a new dimension of complexity and challenges
This is where probability theories and machine learning come into the game ,[object Object],[object Object]
Summary – remember what we talked about… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Summary – the doggy bag ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you! Bogo Vatovec bovacon Boxhagener Str. 111 / 10245 Berlin T +49 30 20078666 / F +49 30 20078661 / office@bovacon.com / www.bovacon.com © bovacon

More Related Content

What's hot

What's hot (9)

My presentation at Kent State IAKM
My presentation at Kent State IAKMMy presentation at Kent State IAKM
My presentation at Kent State IAKM
 
Pre scribed webinar 3: Design Your Content
Pre scribed webinar 3: Design Your ContentPre scribed webinar 3: Design Your Content
Pre scribed webinar 3: Design Your Content
 
Information architecture for websites and intranets
Information architecture for websites and intranetsInformation architecture for websites and intranets
Information architecture for websites and intranets
 
Taxonomy: a powerful magnifier with a harsh lens
Taxonomy: a powerful magnifier with a harsh lensTaxonomy: a powerful magnifier with a harsh lens
Taxonomy: a powerful magnifier with a harsh lens
 
Social Intranet Design Strategies: Putting People First
Social Intranet Design Strategies: Putting People FirstSocial Intranet Design Strategies: Putting People First
Social Intranet Design Strategies: Putting People First
 
DSR Ghostwriting - Thought Leadership Writing Service Offering
DSR Ghostwriting - Thought Leadership Writing Service OfferingDSR Ghostwriting - Thought Leadership Writing Service Offering
DSR Ghostwriting - Thought Leadership Writing Service Offering
 
Prospects of content writing as career
Prospects of content writing as careerProspects of content writing as career
Prospects of content writing as career
 
Introduction to ePublishing
Introduction to ePublishingIntroduction to ePublishing
Introduction to ePublishing
 
Art of Writing in Agile : STC Summit 2017
Art of Writing in Agile : STC Summit 2017Art of Writing in Agile : STC Summit 2017
Art of Writing in Agile : STC Summit 2017
 

Viewers also liked

Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...
Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...
Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...
Benjamin Heitmann
 
Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...
Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...
Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...
Boomtrain
 
Real-Time Personalization: Top 5 Use Cases to Boost Conversions
Real-Time Personalization: Top 5 Use Cases to Boost ConversionsReal-Time Personalization: Top 5 Use Cases to Boost Conversions
Real-Time Personalization: Top 5 Use Cases to Boost Conversions
Marketo
 

Viewers also liked (6)

Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...
Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...
Benjamin Heitmann, PhD defence talk: An Open Framework for Multi-source, Cro...
 
Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...
Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...
Predictive Intelligence for Marketers: The Key to 1to1 Personalization at Sca...
 
Content Modelling for Personalisation
Content Modelling for PersonalisationContent Modelling for Personalisation
Content Modelling for Personalisation
 
content modelling for personalization
content modelling for personalizationcontent modelling for personalization
content modelling for personalization
 
Real-Time Personalization: Top 5 Use Cases to Boost Conversions
Real-Time Personalization: Top 5 Use Cases to Boost ConversionsReal-Time Personalization: Top 5 Use Cases to Boost Conversions
Real-Time Personalization: Top 5 Use Cases to Boost Conversions
 
The Future of Personalization with Accenture
The Future of Personalization with AccentureThe Future of Personalization with Accenture
The Future of Personalization with Accenture
 

Similar to Modelling Personalization

Final wireframes from screen concept to user interaction v0.4
Final wireframes  from screen concept to user interaction v0.4Final wireframes  from screen concept to user interaction v0.4
Final wireframes from screen concept to user interaction v0.4
Mia Horrigan
 
The Art and Science of Requirements Gathering
The Art and Science of Requirements GatheringThe Art and Science of Requirements Gathering
The Art and Science of Requirements Gathering
Vanessa Turke
 

Similar to Modelling Personalization (20)

Product Analyst Advisor
Product Analyst AdvisorProduct Analyst Advisor
Product Analyst Advisor
 
Ia Toolkit
Ia ToolkitIa Toolkit
Ia Toolkit
 
User Experience Distilled
User Experience DistilledUser Experience Distilled
User Experience Distilled
 
Discover Requirement
Discover RequirementDiscover Requirement
Discover Requirement
 
Boosting Personalization In SaaS Using Machine Learning
Boosting Personalization  In SaaS Using Machine LearningBoosting Personalization  In SaaS Using Machine Learning
Boosting Personalization In SaaS Using Machine Learning
 
UXPA 2023: Learn how to get over personas by swiping right on user roles
UXPA 2023: Learn how to get over personas by swiping right on user rolesUXPA 2023: Learn how to get over personas by swiping right on user roles
UXPA 2023: Learn how to get over personas by swiping right on user roles
 
Final wireframes from screen concept to user interaction v0.4
Final wireframes  from screen concept to user interaction v0.4Final wireframes  from screen concept to user interaction v0.4
Final wireframes from screen concept to user interaction v0.4
 
Boosting Personalization In SaaS Using Machine Learning.pdf
Boosting Personalization  In SaaS Using Machine Learning.pdfBoosting Personalization  In SaaS Using Machine Learning.pdf
Boosting Personalization In SaaS Using Machine Learning.pdf
 
The Art and Science of Requirements Gathering
The Art and Science of Requirements GatheringThe Art and Science of Requirements Gathering
The Art and Science of Requirements Gathering
 
Understanding and Conceptualizing interaction - Mary Margarat
Understanding and Conceptualizing interaction  - Mary MargaratUnderstanding and Conceptualizing interaction  - Mary Margarat
Understanding and Conceptualizing interaction - Mary Margarat
 
What is UX and Why should I care in Line of Business Applications?
What is UX and Why should I care in Line of Business Applications?What is UX and Why should I care in Line of Business Applications?
What is UX and Why should I care in Line of Business Applications?
 
UX Design Process | Sample Proposal
UX Design Process | Sample Proposal UX Design Process | Sample Proposal
UX Design Process | Sample Proposal
 
Colleges yvonne van_laarhoven
Colleges yvonne van_laarhovenColleges yvonne van_laarhoven
Colleges yvonne van_laarhoven
 
UCD overview
UCD overviewUCD overview
UCD overview
 
UXBASIS – Getting UX integrated
UXBASIS – Getting UX integratedUXBASIS – Getting UX integrated
UXBASIS – Getting UX integrated
 
The CMLC 1.0.pdf
The CMLC 1.0.pdfThe CMLC 1.0.pdf
The CMLC 1.0.pdf
 
Patton user modeling
Patton user modelingPatton user modeling
Patton user modeling
 
Framework for Product Recommandation for Review Dataset
Framework for Product Recommandation for Review DatasetFramework for Product Recommandation for Review Dataset
Framework for Product Recommandation for Review Dataset
 
Ch16
Ch16Ch16
Ch16
 
A Novel Jewellery Recommendation System using Machine Learning and Natural La...
A Novel Jewellery Recommendation System using Machine Learning and Natural La...A Novel Jewellery Recommendation System using Machine Learning and Natural La...
A Novel Jewellery Recommendation System using Machine Learning and Natural La...
 

More from Bogo Vatovec

More from Bogo Vatovec (8)

Brand and marketing clinics
Brand and marketing clinicsBrand and marketing clinics
Brand and marketing clinics
 
Riding on the Storm - Das IA Survival Guide zum Service Design
Riding on the Storm - Das IA Survival Guide zum Service DesignRiding on the Storm - Das IA Survival Guide zum Service Design
Riding on the Storm - Das IA Survival Guide zum Service Design
 
Wieviel Facebook braucht ein Unternehmen?
Wieviel Facebook braucht ein Unternehmen?Wieviel Facebook braucht ein Unternehmen?
Wieviel Facebook braucht ein Unternehmen?
 
Social media in the apparel industry
Social media in the apparel industrySocial media in the apparel industry
Social media in the apparel industry
 
Technical Communication and User Communities
Technical Communication and User CommunitiesTechnical Communication and User Communities
Technical Communication and User Communities
 
Change Management for Publication Department
Change Management for Publication DepartmentChange Management for Publication Department
Change Management for Publication Department
 
From a technical writer to a usability engineer
From a technical writer to a usability engineerFrom a technical writer to a usability engineer
From a technical writer to a usability engineer
 
Web 20 For Technical Communicators
Web 20 For Technical CommunicatorsWeb 20 For Technical Communicators
Web 20 For Technical Communicators
 

Recently uploaded

call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
amitlee9823
 
ab-initio-training basics and architecture
ab-initio-training basics and architectureab-initio-training basics and architecture
ab-initio-training basics and architecture
saipriyacoool
 
Peaches App development presentation deck
Peaches App development presentation deckPeaches App development presentation deck
Peaches App development presentation deck
tbatkhuu1
 
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
nirzagarg
 
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
eeanqy
 
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
amitlee9823
 
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
amitlee9823
 
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
amitlee9823
 
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
instagramfab782445
 

Recently uploaded (20)

Hire 💕 8617697112 Meerut Call Girls Service Call Girls Agency
Hire 💕 8617697112 Meerut Call Girls Service Call Girls AgencyHire 💕 8617697112 Meerut Call Girls Service Call Girls Agency
Hire 💕 8617697112 Meerut Call Girls Service Call Girls Agency
 
Top Rated Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
Top Rated  Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...Top Rated  Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
Top Rated Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
 
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
 
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
 
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
 
call girls in Vasundhra (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Vasundhra (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...call girls in Vasundhra (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Vasundhra (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
 
ab-initio-training basics and architecture
ab-initio-training basics and architectureab-initio-training basics and architecture
ab-initio-training basics and architecture
 
Peaches App development presentation deck
Peaches App development presentation deckPeaches App development presentation deck
Peaches App development presentation deck
 
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
 
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
 
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
 
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
 
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
 
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best ServiceHigh Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
 
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
 
Call Girls Jalgaon Just Call 8617370543Top Class Call Girl Service Available
Call Girls Jalgaon Just Call 8617370543Top Class Call Girl Service AvailableCall Girls Jalgaon Just Call 8617370543Top Class Call Girl Service Available
Call Girls Jalgaon Just Call 8617370543Top Class Call Girl Service Available
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
 

Modelling Personalization

  • 1. I’m not you Modelling and conceptualizing personalization in information architecture Presented by / Bogo Vatovec Change Management / Knowledge Engineering / User Experience / Interaction Design / Process Engineering
  • 2.
  • 3.
  • 5. Personalization can mean lots of different things to different stakeholders
  • 6. Some of these cases are trivial If you are happy enough that they apply to you, forget the rest of the presentation. For the others…
  • 7. First some categorization No pretention that this modell is complete
  • 8.
  • 9. Explicit personalization – the user chooses options
  • 11.
  • 13. Conceptualizing personalization has one basic rule Describe behaviour without and with personalization separately.
  • 14. Separate behaviour without and with personalization Without personalization, the user experience looks like this….. With personalization, the user experience looks like that….. Personalization expands the existing essential functionality. It is never a function on its own. The interactive system must serve its main purpose also without personalization.
  • 15. IAs use common usage scenarios to define the context of personalization
  • 16.
  • 18. Conceptual models - a „rich picture“
  • 19. Conceptual models – A relationships diagram
  • 21.
  • 22. Content and function profile Content/function Attributes Tags Tag cloud
  • 23. Example: Detailing the user profile
  • 24.
  • 25. It‘s time for use cases and flowcharts
  • 26. Use cases in Information Architecture Illustrative purpose only
  • 27. Use case model allows us to better understand the interactive system generalize include A use case model consists of three main type of relationships: Illustrative purpose only
  • 28. The aspects-oriented use case modelling gives extend relationship a dynamic dimension extend Illustrative purpose only
  • 29. This dynamic dimension changes system behaviour
  • 30. User profiles can be incorporated in the activity diagram For use case haters: Use the flow-diagramm connecting screens in the same way and create various flow for each profile-type
  • 31. This is silly. Have no idea anymore what we are talking about
  • 32. Bringing it all together in a readable form
  • 33.
  • 34. This was easy, wasn‘t it? Wait – were are at the personalization rules? Wait – were are the Bayesian models? Wait – were are adaptive interfaces?
  • 35.
  • 36. Let‘s move to technology a bit and then explore the rest
  • 37.
  • 38. To come up with requirements, you need to further specify them
  • 39. Technical architecture for personalization Users User interface Layer Personalization Profile Layer Specific Values Vocabulary Layer Attributes Content User Profile Content Profile Content Attributes User Attributes Personalization Rules Personalization Rules Modified from the model by Argus Center for Information Architecture Analytics User Behaviour Content Statistics
  • 40.
  • 41. Those of you who carefully listened notices that I missed an important compontent….. TIME
  • 42. Until now we looked at the user and content profiles as one object with one state Since the user profile has only one state, we forget the sequence of actions – user‘s decision making process
  • 43.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49. Thank you! Bogo Vatovec bovacon Boxhagener Str. 111 / 10245 Berlin T +49 30 20078666 / F +49 30 20078661 / office@bovacon.com / www.bovacon.com © bovacon