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unleashing
enterprise
intelligence
User Navigates to the Knowledge
Knowledge Navigates to the User
unleashing
enterprise
intelligence
Discover across sources,
with a single Google search
1.
Sources:
KM Collection
External
• APQC
• Gurteen
• KMedu Hub (By Boris Jaeger)
• KM World
• Knoco
• SIKM Forum
• SIRCL (By Stan Garfield)
Personalized
• O365
• Keeeb - Personal
unleashing
enterprise
intelligence
COLLECTOR
KM COLLECTION
Collect, annotate & share
what you discover!
2.
unleashing
enterprise
intelligence
COLLECTOR
COLLECTIONS
Discover what you & others
have collected (and maybe
what they thought)
3.
unleashing
enterprise
intelligenceThe KM Collection:
Scoped to KM/collaboration topics and SIKM forum discussions
Link to create an ID for the KM Collection:
https://kminvite.keeeb.com
Visit the KM Collection
https://km.keeeb.com
Read the getting started section to setup Discovery
unleashing
enterprise
intelligence
Every piece of content and every
click can be turned into a signal
that enable us to “Navigate
Knowledge to the User”
3
Three Discussion Questions:
• What are examples of navigating
knowledge to the user?
• What signals might be useful in intuiting
user interests and needs?
• What sources of information might be
relevant to draw from?
unleashing
enterprise
intelligenceKnowledge Navigates to the User: Use Cases
• Recommend content to the curator – based on existing content
• Recommend content/people to each person
• Personalized newsfeed - showing the most relevant content across
sources
• Infer user intent and adapt the information displayed
• Push relevant content into specific applications
Discussion:
What are other examples of navigating knowledge
to the user?
unleashing
enterprise
intelligence
blockchain_technology 0.017386768669
peer_peer 0.00927294329016
smart_contracts 0.00625923672086
financial_services 0.00510011880959
blockchain_network 0.00440464806282
peer_network 0.00394100089832
private_key 0.00394100089832
copy_blockchain 0.00324553015155
block_added 0.00324553015155
distributed_ledger 0.0030137065693
central_authority 0.00278188298705
third_party 0.00278188298705
centralized_banking 0.00278188298705digital_transformation 0.0589090684075
transformation_strategy 0.00816806410693
artificial_intelligence 0.00371275641224
new_technology 0.00371275641224
customer_experience 0.00321772222394
digital_business 0.00297020512979
business_models 0.00272268803564
social_media 0.00272268803564
new_technologies 0.00272268803564
examples_digital 0.00272268803564
business_transformation 0.00272268803564
business_process 0.00272268803564
financial_statements 0.0444736759686
financial_audit 0.0125277960475
financial_statement 0.0109618215415
internal_controls 0.010022236838
financial_reporting 0.00908265213442
audit_report 0.00782987252968
auditing_standards 0.00751667762849
audit_opinion 0.00657709292493
accounting_standards 0.00626389802374
audit_committee 0.00595070312255
companys_financial 0.00595070312255
natural_resources 0.0584288299156
renewable_energy 0.0131936067551
renewable_resources 0.0131936067551
non_renewable 0.0120627261761
natural_resource 0.0105548854041
fossil_fuels 0.00791616405308
blog_post 0.00640832328106
united_states 0.00527744270205
climate_change 0.00452352231604
land_rights 0.00414656212304
raw_materials 0.00414656212304
resources_non 0.00376960193004
natural_gas 0.00376960193004
The Foundation: Topic Classification
unleashing
enterprise
intelligenceApplication: Scan content to recommend topics/tags
MATERIALITY IN THE AUDIT OF FINANCIAL
STATEMENTS
1. Introduction
This publication is a practical guide for auditors who are
applying the materiality requirements in International
Standards on Auditing (ISAs) on audits.
The guide takes a look at the ISA requirements, highlighting
key challenges and common
pitfalls and providing practical illustrations intended to be
relevant to all jurisdictions
where ISAs are applied. It does not, however, address any
specific local requirements that
jurisdictions might have in place in this area and where this
is the case, auditors should read this guide in conjunction
with these local requirements.
Financial Audit ***
unleashing
enterprise
intelligencePotential Signals to Identify User Interests and Needs
• Demographics (while protecting Personal Identifiable Information
(PII)
• Content submitted/collected (auto-classify to identify relevant topics)
• Search terms used
• Content opened (via search or collections)
Discussion:
What other potential signals might be useful in intuiting user
interests and needs?
unleashing
enterprise
intelligenceApproaches to identify relevant content for each person
• Public items collected by anyone
(potentially even content not shared)
• Items visited (via search or browse)
• Items index-able by the search engine
• People who are doing these things
Discussion:
What other sources of information might be relevant to draw
from?
unleashing
enterprise
intelligenceKeeeb Research Agent (Future)
• My Verizon Project assignment requires me to quickly come up to speed on the
emergence of 5G network capability
• I’ll be working with municipalities to market the safety of 5G, and interfacing with
Utilities to deploy our units
• I instruct my agent to monitor Keeeb Collection activity by my colleagues AND
targeted subscription sources to find content matching my Saved Search
Keeeb’s Research Agent will perform
searches against designated sources
for a defined duration of time, and route
valuable results to my Collection
Let Keeeb AI do the research
unleashing
enterprise
intelligence
Search: “5G Network Safety”
AT&T Smart Grid Utility
Interval: Daily
Duration: 4 Weeks
Sources: CNet
Forrester
Keeeb Collections
NY Times
tcom
Monday
Tuesday
Wednesday
The Keeeb Research
Agent has found new
results for your “5G
Network Safety Search”
unleashing
enterprise
intelligence
14
Keeeb Navigates Knowledge to the User
Research Agent
automatically monitors
Keeeb Collections, and
captures matching items
as they are Collected by
my Colleagues
Research Agent automatically
monitors selected Data Sources for
content matching Saved Search
Keeeb’s Research
Agent automates
my research!
“5G Network safety”
“5GNetworksafety”
unleashing
enterprise
intelligence
UNLEASHING ENTERPRISE INTELLIGENCE
Questions???
e: tom@keeeb.com

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Tom Barfield - Navigating Knowledge to the User

  • 1. unleashing enterprise intelligence User Navigates to the Knowledge Knowledge Navigates to the User
  • 2. unleashing enterprise intelligence Discover across sources, with a single Google search 1. Sources: KM Collection External • APQC • Gurteen • KMedu Hub (By Boris Jaeger) • KM World • Knoco • SIKM Forum • SIRCL (By Stan Garfield) Personalized • O365 • Keeeb - Personal
  • 4. unleashing enterprise intelligence COLLECTOR COLLECTIONS Discover what you & others have collected (and maybe what they thought) 3.
  • 5. unleashing enterprise intelligenceThe KM Collection: Scoped to KM/collaboration topics and SIKM forum discussions Link to create an ID for the KM Collection: https://kminvite.keeeb.com Visit the KM Collection https://km.keeeb.com Read the getting started section to setup Discovery
  • 6. unleashing enterprise intelligence Every piece of content and every click can be turned into a signal that enable us to “Navigate Knowledge to the User” 3 Three Discussion Questions: • What are examples of navigating knowledge to the user? • What signals might be useful in intuiting user interests and needs? • What sources of information might be relevant to draw from?
  • 7. unleashing enterprise intelligenceKnowledge Navigates to the User: Use Cases • Recommend content to the curator – based on existing content • Recommend content/people to each person • Personalized newsfeed - showing the most relevant content across sources • Infer user intent and adapt the information displayed • Push relevant content into specific applications Discussion: What are other examples of navigating knowledge to the user?
  • 8. unleashing enterprise intelligence blockchain_technology 0.017386768669 peer_peer 0.00927294329016 smart_contracts 0.00625923672086 financial_services 0.00510011880959 blockchain_network 0.00440464806282 peer_network 0.00394100089832 private_key 0.00394100089832 copy_blockchain 0.00324553015155 block_added 0.00324553015155 distributed_ledger 0.0030137065693 central_authority 0.00278188298705 third_party 0.00278188298705 centralized_banking 0.00278188298705digital_transformation 0.0589090684075 transformation_strategy 0.00816806410693 artificial_intelligence 0.00371275641224 new_technology 0.00371275641224 customer_experience 0.00321772222394 digital_business 0.00297020512979 business_models 0.00272268803564 social_media 0.00272268803564 new_technologies 0.00272268803564 examples_digital 0.00272268803564 business_transformation 0.00272268803564 business_process 0.00272268803564 financial_statements 0.0444736759686 financial_audit 0.0125277960475 financial_statement 0.0109618215415 internal_controls 0.010022236838 financial_reporting 0.00908265213442 audit_report 0.00782987252968 auditing_standards 0.00751667762849 audit_opinion 0.00657709292493 accounting_standards 0.00626389802374 audit_committee 0.00595070312255 companys_financial 0.00595070312255 natural_resources 0.0584288299156 renewable_energy 0.0131936067551 renewable_resources 0.0131936067551 non_renewable 0.0120627261761 natural_resource 0.0105548854041 fossil_fuels 0.00791616405308 blog_post 0.00640832328106 united_states 0.00527744270205 climate_change 0.00452352231604 land_rights 0.00414656212304 raw_materials 0.00414656212304 resources_non 0.00376960193004 natural_gas 0.00376960193004 The Foundation: Topic Classification
  • 9. unleashing enterprise intelligenceApplication: Scan content to recommend topics/tags MATERIALITY IN THE AUDIT OF FINANCIAL STATEMENTS 1. Introduction This publication is a practical guide for auditors who are applying the materiality requirements in International Standards on Auditing (ISAs) on audits. The guide takes a look at the ISA requirements, highlighting key challenges and common pitfalls and providing practical illustrations intended to be relevant to all jurisdictions where ISAs are applied. It does not, however, address any specific local requirements that jurisdictions might have in place in this area and where this is the case, auditors should read this guide in conjunction with these local requirements. Financial Audit ***
  • 10. unleashing enterprise intelligencePotential Signals to Identify User Interests and Needs • Demographics (while protecting Personal Identifiable Information (PII) • Content submitted/collected (auto-classify to identify relevant topics) • Search terms used • Content opened (via search or collections) Discussion: What other potential signals might be useful in intuiting user interests and needs?
  • 11. unleashing enterprise intelligenceApproaches to identify relevant content for each person • Public items collected by anyone (potentially even content not shared) • Items visited (via search or browse) • Items index-able by the search engine • People who are doing these things Discussion: What other sources of information might be relevant to draw from?
  • 12. unleashing enterprise intelligenceKeeeb Research Agent (Future) • My Verizon Project assignment requires me to quickly come up to speed on the emergence of 5G network capability • I’ll be working with municipalities to market the safety of 5G, and interfacing with Utilities to deploy our units • I instruct my agent to monitor Keeeb Collection activity by my colleagues AND targeted subscription sources to find content matching my Saved Search Keeeb’s Research Agent will perform searches against designated sources for a defined duration of time, and route valuable results to my Collection Let Keeeb AI do the research
  • 13. unleashing enterprise intelligence Search: “5G Network Safety” AT&T Smart Grid Utility Interval: Daily Duration: 4 Weeks Sources: CNet Forrester Keeeb Collections NY Times tcom Monday Tuesday Wednesday The Keeeb Research Agent has found new results for your “5G Network Safety Search”
  • 14. unleashing enterprise intelligence 14 Keeeb Navigates Knowledge to the User Research Agent automatically monitors Keeeb Collections, and captures matching items as they are Collected by my Colleagues Research Agent automatically monitors selected Data Sources for content matching Saved Search Keeeb’s Research Agent automates my research! “5G Network safety” “5GNetworksafety”