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Part Eight – Deploy, Update, and Contribute to the Sentient Initiative

Chapter Summaries and Learning Outcomes – Click to expand.

Return to Metrics, Mapping, and Modelling for Masterful Management in Higher Education (Emerald Press) overview page.

Chapter 27. Manage Sentient Knowledge Map (SKM) deployment.
Summary

Chapter 27 is a practical roadmap for deploying the Sentient Knowledge Map (SKM) on a campus in a way that’s sustainable, secure, and culturally successful. It explains the copyright landscape—what applies to the core SKM, community-contributed materials, and any commercial content—and clarifies the functional differences between the browser-based and client-based versions. Readers learn how to download and install TheBrain app and the SKM, then clone the map to create an institution-specific (and potentially proprietary) local version, with guidance on which SKM components to include or exclude depending on local needs. Because a full SKM implementation touches nearly every operational area and can meaningfully shift institutional culture, the chapter recommends an enterprise-style, phased rollout (similar to PeopleSoft/Banner deployments) spanning multiple stages and user groups over time. It details three rollout phases, the resources and timelines typically needed for each, what features to introduce when, and how to assign read vs. authoring access by group. Finally, it covers governance essentials—administration, content management, maintenance, and access controls for both the concept maps and any back-end systems reached through the SKM’s portal—so the SKM grows in a controlled way while remaining usable and not overwhelming for most users, who only need to master the subset relevant to their work.

Learning outcomes:
  • Describe the copyright restrictions that apply to the Sentient Knowledge Map (SKM), contributed content, and commercial content.
  • Describe the functional differences between the browser- and the client-based versions of the SKM.
  • Download and install the app and the SKM.
  • Execute the cloning process to create an institutionally unique and proprietary version of the SKM on a campus.
  • Discuss the advantages and disadvantages of including the various components of the SKM in the local SKM clone.
  • Create and execute a plan for a phased roll-out of the SKM within a higher education institution.
  • Describe the differences between the universal and local versions of the SKM, and between master and synchronized copies.
  • Describe the resources needed for each roll-out phase and the period recommended for each.
  • Define the features that will be provided in each roll-out stage and the groups that will be given read and authoring access to the SKM.
  • Develop a plan for the administration, content management, and maintenance of the SKM.
  • Describe the access controls that can be applied to concept maps and to back-end systems accessed through the SKM portal capability.
https://hellocommunity.net/wp-content/uploads/Quickstart-access-to-Sentient.mp4

Chapter 28. Support resources to help with Sentient Knowledge Map (SKM) implementation.
Summary

Chapter 28 is the “you’re not on your own” chapter—an implementation support kit designed to help campuses adopt the Sentient Knowledge Map (SKM) confidently and efficiently. It walks readers through the full range of built-in help resources available to both administrators and everyday users of the SKM and TheBrain application, all conveniently jump-linked from the SKM Home area of the map. The chapter highlights quick look-up utilities for types, tags, connectors, and other reference material that make the model easier to navigate and apply consistently, along with video presentations that demonstrate how to build, use, and expand the SKM in real institutional contexts. It also introduces a reverse-lookup tool as an additional way to find information when you’re not sure where it lives in the map. Finally, the chapter summarizes the key benefits of implementing the SKM and points to the features that enable each, and it includes ready-to-use slide decks to help leaders promote the Sentient Initiative on campus—so adoption is supported not only by training and documentation, but by clear communication and shared understanding.

Learning outcomes:
  • Describe and access the variety of help resources available to administrators and users of the SKM and TheBrain application.
  • Use quick look-up utilities for types, tags, connectors, and other reference material.
  • Watch video presentations on building and using the SKM.
  • Use the reverse-lookup tool as an additional mechanism for finding information in the SKM.
  • Describe the benefits of implementing the SKM and the features that support each.
  • Use provided slide decks to promote the Sentient Initiative on a campus.

Chapter 29. Keep up with or contribute to the Sentient Knowledge Maps (SKM’s) ongoing development.
Summary

Chapter 29 is about keeping the Sentient Knowledge Map (SKM) alive, current, and community-powered as it continues to evolve. It shows institutions how to configure local SKM installations to synchronize with either a community master or an institutional master, and how to identify exactly what has changed since the last sync—so campuses can confidently pull in new features, expanded content, and improved mappings without losing the integrity of their local customizations. The chapter emphasizes that many future enhancements are already documented inside the SKM itself, and that areas like linking accreditor standards to metrics and self-study reporting will deepen as collaborators join. It also highlights the growing shared-resource libraries—metrics, models, and other best practices—that expand as new sources are discovered and institutions contribute. Finally, the chapter invites a “pay it forward” culture: as campuses benefit from the SKM, they’re encouraged to give back by sharing locally developed resources, lessons learned, and improvement strategies, with clear guidance on how volunteers can participate and what information they should provide to receive credit for their contributions.

Learning outcomes:
  • Configure local installations of a Sentient Knowledge Map (SKM) to synchronize with either the community or institutional master.
  • Determine what changes have been made to a SKM since the last synchronization.
  • Discuss how volunteers can participate in the Sentient Initiative.
  • List the information that volunteers need to provide to receive credit for contributions to the SKM.

Chapter 30. Additional applications of the Sentient Knowledge Map (SKM).
Summary

Chapter 30 zooms out to show that the SKM isn’t just a management and information-sharing platform—it’s also a versatile foundation for teaching, onboarding, and scholarship. The chapter proposes the SKM (paired with this book) as an ideal text and framework for a capstone graduate course in higher education leadership or management, because it offers a holistic, integrated way to understand institutional structures, operations, and core management practices. It also highlights SKM’s value as a student orientation and employee development tool: by classifying and “assembling” degree programs from their component requirements—and pairing that with CIP-based exploration and major-selection decision trees—the SKM can help students (and advisors) navigate complex credentials with less confusion and fewer missteps. For staff and leaders, the same model can support new-employee onboarding and even serve as the backbone of a management training institute. Finally, the chapter points to rich opportunities for scholarship: the SKM’s modeling and concept-mapping approach and the HELLO-C community’s resource-sharing ecosystem create a living laboratory for studying how institutions learn, improve, and reduce duplication of effort—welcoming researchers who want to explore and publish in this space.

Learning outcomes:
  • List other ways in which the Sentient Knowledge Map (SKM) can be used by an institution other than for management and information sharing.

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