SumTotal Systems

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SumTotal Systems topic overview

The analysis highlights History, Technology and Companies as prominent areas in the source structure around SumTotal Systems. 1 topic appears in more than one source area, which can help identify connections that are less obvious in a linear reading.

Related topics: 34
Source areas: 3
Connected nodes: 38
Extracted relationships: 34
Concept neighborhoods: 16
Bridge connections: 38

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

History · 27 topics

Overview · 5 topics

Technology and services · 3 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Founded: 1985 (as Asymetrix) · 1997 (as Docent Software) · 2003 (as SumTotal Systems)
Industry: Software
Owner: Vista Equity Partners (2009–14) · Skillsoft (2014-22) · Cornerstone OnDemand (2022–present)
Headquarters: Gainesville, Florida, U.S.
Key people: Ronald Hovsepian (CEO) Jeffrey Laborde (CFO)
Predecessors: Asymetrix · Docent Software

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

History

Technology and services

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How SumTotal Systems connects Entity context

The extracted context around SumTotal Systems shows recurring relationship patterns in the source. For example, SumTotal Systems → Asymetrix, At, CLKS, DCNT, Docent, February, Florida, Gainesville, Hockey Merger Corporation, Hyderabad, In, India, Nasdaq, On March, Shares, SUMT, The Another extracted example is SumTotal Systems → 1985 (as Asymetrix), 1997 (as Docent Software), 2003 (as SumTotal Systems). Use these groups to spot repeated connection types before inspecting the individual relationships.

Top relations

related to 2003–2004: SumTotal Systems · 17

SumTotal Systems → Asymetrix, At, CLKS, DCNT, Docent, February, Florida, Gainesville, Hockey Merger Corporation, Hyderabad, In, India, Nasdaq, On March, Shares, SUMT, The

Founded · 3

SumTotal Systems → 1985 (as Asymetrix), 1997 (as Docent Software), 2003 (as SumTotal Systems)

Owner · 3

SumTotal Systems → Cornerstone OnDemand (2022–present), Skillsoft (2014-22), Vista Equity Partners (2009–14)

Predecessors · 2

SumTotal Systems → Asymetrix, Docent Software

Trade name · 2

SumTotal Systems → SumTotal, Sumtotal Systems LLC

Headquarters · 1

SumTotal Systems → Gainesville, Florida, U.S.

Industry · 1

SumTotal Systems → Software

Key people · 1

SumTotal Systems → Ronald Hovsepian (CEO) Jeffrey Laborde (CFO)

Website · 1

SumTotal Systems → www.sumtotalsystems.com

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

software company asymetrix systems sumtotal acquired million docent skillsoft citation needed announced 1997 management september inc learning gainesville florida founded

SumTotal Systems relationships Subject–Predicate–Object triples

TTTA extracted 34 structured relationships around SumTotal Systems. Examples in this analysis include SumTotal Systems → Founded → 1985 (as Asymetrix) and SumTotal Systems → Founded → 1997 (as Docent Software). The table shows each extracted connection, where it came from and its confidence.

Subject	Predicate	Object	Confidence	Src
SumTotal Systems	Founded	1985 (as Asymetrix)	1.00	infobox
SumTotal Systems	Founded	1997 (as Docent Software)	1.00	infobox
SumTotal Systems	Founded	2003 (as SumTotal Systems)	1.00	infobox
SumTotal Systems	Headquarters	Gainesville, Florida, U.S.	1.00	infobox
SumTotal Systems	Industry	Software	1.00	infobox
SumTotal Systems	Key people	Ronald Hovsepian (CEO) Jeffrey Laborde (CFO)	1.00	infobox
SumTotal Systems	Owner	Vista Equity Partners (2009–14)	1.00	infobox
SumTotal Systems	Owner	Skillsoft (2014-22)	1.00	infobox
SumTotal Systems	Owner	Cornerstone OnDemand (2022–present)	1.00	infobox
SumTotal Systems	Predecessors	Asymetrix	1.00	infobox
SumTotal Systems	Predecessors	Docent Software	1.00	infobox
SumTotal Systems	Trade name	SumTotal	1.00	infobox
SumTotal Systems	Trade name	Sumtotal Systems LLC	1.00	infobox
SumTotal Systems	Website	www.sumtotalsystems.com	1.00	infobox

Related concept clusters Concept neighborhoods

The concept neighborhoods around SumTotal Systems bring nearby vocabulary together. In this analysis, examples include Sumtotal, Systems and Florida. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

SumTotal Systems
- Sumtotal
- Systems
- Florida
- Gainesville
- Inc
- Announced
- Citation
- Needed
- Services
- Software
- Acquired
- Name
sumtotal systems
- Sumtotal
- Systems
- Florida
- Gainesville
- Inc
- Software
- Docent
- Partners
- Announced
- Learning
- Management
- Asymetrix
software as a service
- Company
- Systems
- Docent
- Founded
- Management
- Asymetrix
- Saas
- Sumtotal
- Acquired
- Based
- Services
- Corporation
gainesville, florida
- Florida
- Gainesville
- Systems
- Name
- Founded
- Sumtotal
- Services
- Allen
- Inc
- Partners
- Public
- Asymetrix
paul allen
- Based
- Approximately
- Florida
- Gainesville
- Ipo
- Partners
- Asymetrix
- Founded
- Learning
- Skillsoft
- September
- Citation
initial public offering
- Approximately
- Ipo
- Million
- Services
- Systems
- New
- September
- Citation
- Needed
- Docent
- Sumtotal
- Acquired
human resource management
- Learning
- Services
- Systems
- Software
- Sumtotal
- Acquired
- Saas
- Public
- New
- October
- Citation
- Needed
visio corporation
- Inc
- Name
- Partners
- New
- October
- Skillsoft
- Software
- Sumtotal
- Systems

Connections between topic areas Semantic bridges

For SumTotal Systems, one of the stronger structural bridges in this analysis connects SumTotal Systems with History. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3

SumTotal Systems — History · splits 11 ⟂ 28

SumTotal Systems — Overview · splits 33 ⟂ 6

SumTotal Systems — Technology and services · splits 35 ⟂ 4

Map overview Semantic statistics

SumTotal Systems

Nodes39

Edges38

Triples34

Avg. degree1.95

Density0.051282

Components1

Source & methodology

TTTA analyzes the structure around SumTotal Systems to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History, Technology & Companies, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — SumTotal Systems · EN edition · Analysis: TopicsToTalkAbout