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Information Architectures - Lecture 4 - Next Generation User Interfaces (4018166FNR)

Information Architectures - Lecture 4 - Next Generation User Interfaces (4018166FNR)

This lecture forms part of a course on Next Generation User Interfaces given at the Vrije Universiteit Brussel.

Beat Signer
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March 05, 2023
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  1. 2 December 2005
    Next Generation User Interfaces
    Information Architectures
    Prof. Beat Signer
    Department of Computer Science
    Vrije Universiteit Brussel
    beatsigner.com

    View Slide

  2. Beat Signer - Department of Computer Science - [email protected] 2
    March 6, 2023
    Information Architecture
    ▪ Information architecture (IA)
    addresses the organisation,
    structuring and labelling of
    content
    ▪ Modelling of information
    spaces
    ▪ maintenance
    ▪ linking
    ▪ navigation
    ▪ search
    ▪ presentation
    IA
    Content
    Users Context

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  3. Beat Signer - Department of Computer Science - [email protected] 3
    March 6, 2023
    Personal Information Management (PIM)
    ▪ PIM is about keeping, organising and re-finding information
    Personal information management or PIM is both the
    practice and the study of the activities people perform to
    acquire, organise, maintain, retrieve, use, and control the
    distribution of information items such as documents
    (paper-based and digital), web pages, and email
    messages for everyday use to complete tasks (work-
    related and not) and to fulfil a person's various roles (as
    parent, employee, friend, member of a community, etc.).
    William Jones & Jaime Teevan, Personal Information Management,
    University of Washington Press, 2007

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  4. Beat Signer - Department of Computer Science - [email protected] 4
    March 6, 2023
    Filers and Pilers
    ▪ Study by Malone (1983) revealed two strategies of
    information organisation in offices
    ▪ Filers: Instances are explicitly titled and arranged in some
    systematic order and these structures may themselves be
    explicitly titled and systematically organised
    ▪ Pilers: Piles tend not to have internal structure, other than access
    frequency; their spatial location is often the key to finding them
    ▪ Both files and piles are ways of collecting groups of
    elements into larger units
    ▪ These strategies are also applied in the digital world
    ▪ e.g. to organise emails, bookmarks or files

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  5. Beat Signer - Department of Computer Science - [email protected] 5
    March 6, 2023
    Long Term Memory
    ▪ Permanent memory store intended for the long-term
    storage of information (everything that we know including
    experiential knowledge, procedural skills, etc.)
    ▪ huge (if not unlimited) capacity
    ▪ relatively slow access time
    ▪ forgetting (when it occurs) happens much slower than with
    short-term memory
    ▪ Three long-term memory subsystems
    ▪ episodic memory: memory of events and experiences in a serial
    form (chronology)
    ▪ semantic memory: structured record of facts and concepts that we
    have acquired
    ▪ procedural skills: "know-how" memory (skills, procedures)

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  6. Beat Signer - Department of Computer Science - [email protected] 6
    March 6, 2023
    "As We May Think" (1945)
    When data of any sort are placed in storage,
    they are filed alphabetically or numerically,
    and information is found (when it is) by
    tracing it down from subclass to subclass.
    It can be in only one place, unless duplicates
    are used; one has to have rules as to which
    path will locate it, and the rules are cumbers-
    ome. Having found one item, moreover, one
    has to emerge from the system and re-enter
    on a new path. The human mind does not
    work that way. It operates by association. ...
    Vannevar Bush

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  7. Beat Signer - Department of Computer Science - [email protected] 7
    March 6, 2023
    "As We May Think" (1945) …
    ... It affords an immediate step, however, to
    associative indexing, the basic idea of which
    is a provision whereby any item may be
    caused at will to select immediately and
    automatically another. This is the essential
    feature of the memex. The process of tying
    two items together is the important thing. ...
    Vannevar Bush, As We May Think,
    Atlanic Monthly, July 1945
    Vannevar Bush

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  8. Beat Signer - Department of Computer Science - [email protected] 8
    March 6, 2023
    "As We May Think" (1945) …
    ▪ Bush's article As We May
    Think (1945) is often seen
    as the "origin" of hypertext
    ▪ The article introduces
    the Memex
    ▪ memory extender
    ▪ store and access information
    ▪ follow cross-references in the form
    of associative trails between pieces
    of information (microfilms)
    ▪ prototypical hypertext machine
    ▪ trail blazers are those who find delight in
    the task of establishing useful trails
    Memex

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  9. Beat Signer - Department of Computer Science - [email protected] 9
    March 6, 2023
    Beyond the Desktop Metaphor
    ▪ Desktop metaphor
    ▪ WIMP interaction
    ▪ "filing cabinets" with
    hierarchical folders
    ▪ Paper paradigm
    ▪ "What You See Is What
    You Get" (WYSIWYG)
    ▪ what about richer
    document formats that
    existed at that time?
    Xerox Star 8010 [http://www.digibarn.com/collections/systems/xerox-8010/]

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  10. Beat Signer - Department of Computer Science - [email protected] 10
    March 6, 2023
    Digital Documents as a Paper Simulator?
    Most people don't understand the logic of the
    concept: "What You See Is What You Get" is based
    on printing the document out ("get" means "get
    WHEN YOU PRINT IT OUT"). And that means a
    metaphysical shift: a document can only consist of
    what can be printed! This re-froze the computer
    document into a closed rectangular object which
    cannot be penetrated by outside markings (curtailing
    what you could do with paper). No marginal notes,
    no sticky notes, no crossouts, no insertions, no
    overlays, no highlighting - PAPER UNDER GLASS.
    Ted Nelson, Geeks Bearing Gifts: How the Computer
    World Got This Way, Mindful Press 2009
    Ted Nelson

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  11. Beat Signer - Department of Computer Science - [email protected] 11
    March 6, 2023
    What is Wrong with Digital Documents?
    ▪ Existing document formats are based on the simulation
    of paper affordances on desktop computers
    ▪ How to manage mixed-media "documents" in open and
    fluid cross-media information spaces?
    ▪ on the data level
    - context-sensitive adaptation
    - cross-media transclusion
    ▪ on the visualisation and navigation level
    - zoomable user interfaces
    ▪ on the cross-media interaction level
    - fluid multimodal cross-media interfaces
    ▪ Remediation of the "paper simulation" approach
    ▪ WYSIWYG is only one out of many options!
    CISA
    Human-Machine &
    Human-Information
    Interaction
    Information
    Systems &
    Management
    Information
    Visualisation
    & Navigation

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  12. Beat Signer - Department of Computer Science - [email protected] 12
    March 6, 2023
    Lifestreams
    ▪ Avoid naming and
    classification efforts
    ▪ time-ordered stream as
    storage model
    ▪ motivated by studies of
    Malone
    ▪ Stream
    ▪ represents the past, present
    and future (e.g. reminders)
    ▪ stream filters (virtual
    directories) to further classify
    documents
    Freeman & Gelernter, 1996

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  13. Beat Signer - Department of Computer Science - [email protected] 13
    March 6, 2023
    MyLifeBits
    ▪ Lifelogging research
    project by Microsoft
    ▪ inspired by Bush's Memex
    ▪ towards "total recall"
    ▪ Database of resources
    and links
    ▪ multiple classification via
    collections
    ▪ dynamic collections (queries)
    ▪ annotations
    ▪ full-text search
    ▪ multiple visualisations
    Gemmell et al., 2002

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  14. Beat Signer - Department of Computer Science - [email protected] 14
    March 6, 2023
    Microsoft SenseCam
    ▪ Take a picture when one
    of the sensors is active
    ▪ light, motion or temperature
    ▪ around 4000 pictures a day
    ▪ Studies have shown that
    rich image sets do not
    promote "total recall"
    ▪ Commercial products
    Narrative Clip 2

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  15. Beat Signer - Department of Computer Science - [email protected] 15
    March 6, 2023
    Presto
    ▪ Placeless Documents
    ▪ more natural and fluid forms
    of interaction with a
    document space
    ▪ Semantic information no
    longer encoded in a file's
    path
    ▪ separation of document
    content, storage and
    properties
    ▪ Single document model
    ▪ integrate content from
    various sources
    Dourish et al., 1999

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  16. Beat Signer - Department of Computer Science - [email protected] 16
    March 6, 2023
    Presto …
    ▪ User-level properties
    ▪ key/value pairs added to document "proxies"
    ▪ Documents can be grouped in collections
    ▪ multiple classification
    ▪ dynamic collections ("fluid" collections)
    - membership defined based on predicates (presence and value of document
    properties)
    - furthermore, there exists an inclusion and exclusion list
    ▪ static collections
    - implemented as dynamic collections where only inclusion list is non-empty
    ▪ Lessons learned
    ▪ "One of the primary experiences of property-based document
    interaction is uniformity. […] This uniformity has proven invaluable."

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  17. Beat Signer - Department of Computer Science - [email protected] 17
    March 6, 2023
    Haystack
    ▪ PIM solution using RDF as
    data model
    ▪ predefined basic ontology
    ▪ personalised ontologies
    ▪ Most data imported
    ▪ special extractors
    ▪ Collections
    ▪ multiple classification and
    query-based collections
    ▪ User interfaces also
    modelled in RDF
    ▪ highly customisable UI
    Adar et al., 1999

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  18. Beat Signer - Department of Computer Science - [email protected] 18
    March 6, 2023
    Stuff I've Seen
    ▪ Index over multiple
    repositories
    ▪ email, file system, …
    ▪ Different forms of search
    ▪ full-text search
    ▪ contextual cues
    - time, user, …
    ▪ Platform for different
    visualisations
    ▪ "Predecessor" of Windows
    Search and Spotlight
    Dumais et al., 2003

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  19. Beat Signer - Department of Computer Science - [email protected] 19
    March 6, 2023
    01001000100
    0101001100010010100010010
    0100100010010001000100001001000
    100010001100001001000110010101010110
    1100010010100010010010010100010101011001
    101001100001100 101010100
    0010100 100 110101010101
    00100 01010101000
    1001 1111111111
    111 0000000010
    0 11111111
    0101001011
    010101010
    111010101
    001010010110
    Fluid Cross-Media Information Spaces

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  20. Beat Signer - Department of Computer Science - [email protected] 20
    March 6, 2023
    RSL Hypermedia Metamodel & Link Server
    B. Signer and M.C. Norrie, As We May Link: A General Metamodel for
    Hypermedia Systems, Proceedings of ER 2007x

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  21. Beat Signer - Department of Computer Science - [email protected] 21
    March 6, 2023
    Users
    B. Signer and M.C. Norrie, As We May Link: A General Meta-model for Hypermedia Systems, Proceedings of ER 2007x

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  22. Beat Signer - Department of Computer Science - [email protected] 22
    March 6, 2023
    Bridging the Paper-Digital Divide

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  23. Beat Signer - Department of Computer Science - [email protected] 23
    March 6, 2023
    RSL-based Associative File System
    signer
    My Pictures
    Vancouver ER 2010
    Granville
    Island
    Vancouver
    Harbour
    Public
    Market
    Keynote
    J. Thorp
    Olga and
    Lamia
    Dinner
    ER 2010
    multiple classification
    structural link
    navigational link
    My Videos
    Vancouver
    Aquarium
    ER 2010
    Keynote
    cross-media association
    My Presentations
    ER 2010 WISE 2009
    cross-media
    transclusion
    single slide
    transclusion
    (via OOXML
    RSL selector)
    Gregory Cardone

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  24. Beat Signer - Department of Computer Science - [email protected] 24
    March 6, 2023
    Next Generation File Manager
    B. Signer et al., Back to the Future: Bringing Original Hypermedia and Cross-Media Concepts to Modern Desktop Environments, Proceedings of Hypertext 2021

    View Slide

  25. Beat Signer - Department of Computer Science - [email protected] 25
    March 6, 2023
    Personal Information Management (PIM)
    ▪ Keeping, organising and
    re-finding information
    ▪ digital and physical
    ▪ Study of human-
    information interaction
    ▪ files, piles, mixtures, …
    ▪ OC2 PIM model
    ▪ based on RSL hypermedia
    metamodel
    ▪ Cross-Media PIM system
    ▪ explicit as well as implicit
    associations between entities

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  26. Beat Signer - Department of Computer Science - [email protected] 26
    March 6, 2023
    Object-Concept-Context (OC2) Framework
    object layer
    structural link
    concept layer
    context layer
    navigational link
    associative link
    weighted link
    Object 1 Object n
    Object 2
    Context 1 Context n
    Concept 1
    Concept 2 Concept n
    extent link
    entity
    link
    Links
    selector resource
    (1,*)
    (1,*)
    (1,1) (0,*)
    (0,*) (0,*)
    RefersTo
    HasTarget
    HasSource
    partition
    Entities
    (0,*)
    link
    Navigational
    Links
    link
    Extent
    Links
    partition
    Resources
    Selectors
    context
    Contexts
    link
    Structural
    Links
    link
    Associative
    Links
    resource
    Physical
    Objects
    resource
    Digital
    Objects
    resource
    Concepts
    resource
    Objects
    HasAssoc
    Target
    (0,*)
    (1,*)
    HasExt
    Target
    HasExt
    Source
    HasAssoc
    Source
    (1,1)
    (1,*)
    (0,*)
    (0,*)
    (0,*)
    (1,1)
    disjoint
    partition
    translation
    OC2 conceptual model RSL-based metamodel

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  27. Beat Signer - Department of Computer Science - [email protected] 27
    March 6, 2023
    PimVis Setup
    S. Trullemans, A. Sanctorum and B. Signer, PimVis: Exploring and Re-finding Documents in Cross-Media Information Spaces, Proceedings of AVI 2016

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  28. Beat Signer - Department of Computer Science - [email protected] 28
    March 6, 2023
    PimVis Document View
    S. Trullemans, A. Sanctorum and B. Signer, PimVis: Exploring and Re-finding Documents in Cross-Media Information Spaces, Proceedings of AVI 2016

    View Slide

  29. Beat Signer - Department of Computer Science - [email protected] 29
    March 6, 2023
    PimVis Focus View
    S. Trullemans, A. Sanctorum and B. Signer, PimVis: Exploring and Re-finding Documents in Cross-Media Information Spaces, Proceedings of AVI 2016

    View Slide

  30. Beat Signer - Department of Computer Science - [email protected] 30
    March 6, 2023
    PimVis Context View
    S. Trullemans, A. Sanctorum and B. Signer, PimVis: Exploring and Re-finding Documents in Cross-Media Information Spaces, Proceedings of AVI 2016

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  31. Beat Signer - Department of Computer Science - [email protected] 31
    March 6, 2023
    What is Wrong with Slideware?
    ▪ Simulation of physical slides
    ▪ limited space due to the slide concept
    ▪ linear navigation from slide to slide and monolithic documents
    ▪ difficult to reuse content and embed rich media types
    ▪ MindXpres addresses these issues
    ▪ unlimited canvas with zoomable user interface
    ▪ non-linear navigation and associative linking
    ▪ content-based approach with automatic visualisation

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  32. Beat Signer - Department of Computer Science - [email protected]vub.ac.be 32
    March 6, 2023
    MindXpres Presentation Platform
    ▪ Flexible representation
    of presentations
    ▪ use of structural RSL links
    ▪ separation of content and
    structure
    ▪ Extensible platform
    ▪ content-based approach
    ▪ cross-media content reuse
    ▪ non-linear navigation and
    zoomable user interface
    ▪ associative linking
    ▪ rich media types
    R. Roels and B. Signer, MindXpres: An Extensible Content-driven Cross-Media Presentation Platform, Proceedings of WISE 2014

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  33. Beat Signer - Department of Computer Science - [email protected] 33
    March 6, 2023
    Interactive Source Code Plug-in
    R. Roels, P. Mestereaga and B. Signer, An Interactive Source Code Visualisation Plug-in for the MindXpres Presentation Platform , CCIS 583, 2016

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  34. Beat Signer - Department of Computer Science - [email protected] 34
    March 6, 2023
    Interactive Data Visualisation
    R. Roels, Y. Baeten and B. Signer, Interactive and Narrative Data Visualisation for Presentation-based Knowledge Transfer, CCIS, 739, 2017

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  35. Beat Signer - Department of Computer Science - [email protected] 35
    March 6, 2023
    Interactive Data Visualisation ...
    R. Roels, Y. Baeten and B. Signer, Interactive and Narrative Data Visualisation for Presentation-based Knowledge Transfer, CCIS, 739, 2017

    View Slide

  36. Beat Signer - Department of Computer Science - [email protected] 36
    March 6, 2023
    MindXpres Document Representation
    R. Roels and B. Signer, A Conceptual Framework and Content Model for
    Next Generation Presentation Solutions, PACMHCI 3(Issue EICS), 2019

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  37. Beat Signer - Department of Computer Science - [email protected] 37
    March 6, 2023
    MindXpres (Video)

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  38. Beat Signer - Department of Computer Science - [email protected] 38
    March 6, 2023
    Open Cross-Media Document Linking
    local visual plug-ins
    external visual plug-ins
    communicate
    Link Browser
    A.A.O Tayeh, P. Ebrahimi and Beat Signer, Cross-Media Document Linking and Navigation, Proceedings of DocEng 2018

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  39. Beat Signer - Department of Computer Science - [email protected] 39
    March 6, 2023
    Open Cross-Media Document Linking …
    ▪ Integration of a new resource type includes
    ▪ development of a data plug-in
    ▪ implementation of a visual plug-in
    ▪ registration with the resource plug-in repository
    ▪ Link browser loads plug-ins on demand
    ▪ internal or external (third party application) visualisation
    ▪ Third-party applications use the link browser for
    visualisation
    ▪ similar to the integration of third-party applications with
    web browsers

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  40. Beat Signer - Department of Computer Science - [email protected] 40
    March 6, 2023
    RSL-based Hypermedia Engine
    RSL-based Hypermedia Engine
    Legacy Applications
    File System Driver
    Hypermedia-enabled Applications
    HT2021.docx
    HT2021.docx

    B. Signer et al., Back to the Future: Bringing Original Hypermedia and Cross-Media Concepts to Modern Desktop Environments, Procs. of Hypertext 2021

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  41. Beat Signer - Department of Computer Science - [email protected] 41
    March 6, 2023
    Homework
    ▪ Read the following paper that is available
    on Canvas (Papers/Signer2019)
    ▪ B. Signer, Towards Cross-Media Information Spaces and
    Architectures, Proceedings of RCIS 2019, 13th International
    Conference on Research Challenges in Information Science,
    Brussels, Belgium, May 2019

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  42. Beat Signer - Department of Computer Science - [email protected] 42
    March 6, 2023
    Exercise 2
    ▪ 3D Printing

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  43. Beat Signer - Department of Computer Science - [email protected] 43
    March 6, 2023
    References
    ▪ V. Bush, As We May Think, Atlantic Monthly
    176(1), July 1945
    ▪ https://dx.doi.org/10.1145/227181.227186 (reprint)
    ▪ T. Malone, How do People Organize their Desks? Impli-
    cations for the Design of Office Information Systems,
    ACM Transactions on Information Systems (TOIS) 1(1),
    January 1983
    ▪ https://dx.doi.org/10.1145/357423.357430
    ▪ T. Nelson, Geeks Bearing Gifts: How the Computer
    World Got This Way, ISBN-13: 978-0578004389, Mindful
    Press 2009

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  44. Beat Signer - Department of Computer Science - [email protected] 44
    March 6, 2023
    References …
    ▪ B. Signer, What is Wrong with Digital Docu-
    ments? A Conceptual Model for Structural Cross-Media
    Content Composition and Reuse, Proceedings of
    ER 2010, 29th International Conference on Conceptual
    Modeling, Vancouver, Canada, November 2010
    ▪ https://beatsigner.com/publications/signer_ER2010.pdf
    ▪ B. Signer, Towards Cross-Media Information Spaces
    and Architectures, Proceedings of RCIS 2019,
    13th International Conference on Research Challenges
    in Information Science, Brussels, Belgium, May 2019
    ▪ https://beatsigner.com/publications/signer_RCIS2019.pdf

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  45. Beat Signer - Department of Computer Science - [email protected] 45
    March 6, 2023
    References …
    ▪ E. Freeman and D. Gelernter, Lifestreams:
    A Storage Model for Personal Data, ACM SIGMOD
    Record 25(1), March 1996
    ▪ https://dx.doi.org/10.1145/381854.381893
    ▪ J. Gemmell et al., MyLifeBits: Fulfilling the
    Memex Vision, Proceedings of Multimedia 2002,
    Juan-les-Pins, December 2002
    ▪ https://dx.doi.org/10.1145/641007.641053
    ▪ P. Dourish et al., Presto: An Experimental Architecture
    for Fluid Interactive Document Spaces, ACM Trans-
    actions on Computer-Human Interaction 6(2), June 1999
    ▪ https://dx.doi.org/10.1145/319091.319099

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  46. Beat Signer - Department of Computer Science - [email protected] 46
    March 6, 2023
    References …
    ▪ E. Adar, D. Karger and L.A. Stein, Haystack:
    Per-User Information Environments, Proceedings of
    CIKM 1999, 8th International Conference on Information
    and Knowledge Management, Kansas, USA,
    November 1999
    ▪ https://dx.doi.org/10.1145/319950.323231
    ▪ S. Dumais et al., Stuff I’ve Seen: A System for
    Personal Information Retrieval and Re-Use, Proceedings
    of SIGIR 2003, 26th Annual International ACM SIGIR
    Conference on Research and Development in Informa-
    tion Retrieval, Toronto, Canada, August 2003
    ▪ https://dx.doi.org/10.1145/860435.860451

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  47. Beat Signer - Department of Computer Science - [email protected] 47
    March 6, 2023
    References …
    ▪ B. Signer and M.C. Norrie, As We May Link:
    A General Metamodel for Hypermedia Systems, Pro-
    ceedings of ER 2007, 26th International Conference on
    Conceptual Modeling, Auckland, New Zealand,
    November 2007
    ▪ https://beatsigner.com/publications/signer_ER2007.pdf
    ▪ B. Signer, R. Roels, R. van Barlingen and B. Willems,
    Back to the Future: Bringing Original Hypermedia and
    Cross-Media Concepts to Modern Desktop Environ-
    ments, Proceedings of Hypertext 2021, International
    Conference on Hypertext and Social Media, 2021
    ▪ https://beatsigner.com/publications/signer_Hypertext2021.pdf

    View Slide

  48. Beat Signer - Department of Computer Science - [email protected] 48
    March 6, 2023
    References …
    ▪ S. Trullemans, A. Sanctorum and B. Signer,
    PimVis: Exploring and Re-finding Documents in Cross-
    Media Information Spaces, Proceedings of AVI 2016,
    International Working Conference on Advanced Visual
    Interfaces, Bari, Italy, June 2016
    ▪ https://beatsigner.com/publications/trullemans_AVI2016.pdf
    ▪ S. Trullemans, P. Ebrahimi and B. Signer, Crossing
    Spaces: Towards Cross-Media Personal Information
    Management User Interfaces, Proceedings of AVI 2018,
    International Working Conference on Advanced Visual
    Interfaces, Grosseto, Italy, May 2018
    ▪ https://beatsigner.com/publications/trullemans_AVI2018a.pdf

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  49. Beat Signer - Department of Computer Science - [email protected] 49
    March 6, 2023
    References …
    ▪ A.A.O Tayeh, P. Ebrahimi and Beat Signer,
    Cross-Media Document Linking and Navigation, Pro-
    ceedings of DocEng 2018, 18th ACM Symposium on
    Document Engineering, Halifax, Canada, August 2018
    ▪ https://beatsigner.com/publications/tayeh_DocEng2018.pdf
    ▪ R. Roels and B. Signer, MindXpres: An Extensible
    Content-driven Cross-Media Presentation Platform,
    Proceedings of WISE 2014, 15th International Confer-
    ence on Web Information System Engineering,
    Thessaloniki, Greece, October, 2014
    ▪ https://beatsigner.com/publications/roels_WISE2014.pdf

    View Slide

  50. Beat Signer - Department of Computer Science - [email protected] 50
    March 6, 2023
    References …
    ▪ R. Roels, P. Mestereaga and B. Signer, An
    Interactive Source Code Visualisation Plug-in for the
    MindXpres Presentation Platform, Communications in
    Computer and Information Science (CCIS), 583, 2016
    ▪ https://beatsigner.com/publications/roels_CCIS2016.pdf
    ▪ R. Roels, Y. Baeten and B. Signer, Interactive and
    Narrative Data Visualisation for Presentation-based
    Knowledge Transfer, Communications in Computer and
    Information Science (CCIS), 739, 2017
    ▪ https://beatsigner.com/publications/roels_CCIS2017.pdf

    View Slide

  51. Beat Signer - Department of Computer Science - [email protected] 51
    March 6, 2023
    References …
    ▪ R. Roels and B. Signer, A Conceptual
    Framework and Content Model for Next Generation
    Presentation Solutions, Proceedings of the ACM on
    Human-Computer Interaction (PACMHCI), 3(Issue
    EICS), June 2019
    ▪ https://beatsigner.com/publications/roels_PACMHCI2019.pdf
    ▪ MindXpres Presentation Platform
    ▪ https://mindxpres.com

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  52. 2 December 2005
    Next Lecture
    Multimodal Interaction

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