| Autore |
Jones Stephan
|
| Edizione | [1st ed.] |
| Pubbl/distr/stampa |
Milton, : CRC Press LLC, 2019
|
| Descrizione fisica |
1 online resource (165 pages)
|
| Disciplina |
006.3
|
| Altri autori (Persone) |
GroomFrank M
|
| Collana |
Technology for Non-Engineers
|
| Soggetto topico |
Artificial intelligence
|
| ISBN |
1-000-73399-8
1-000-73365-3
0-367-82165-6
|
| Formato |
Materiale a stampa  |
| Livello bibliografico |
Monografia |
| Lingua di pubblicazione |
eng
|
| Nota di contenuto |
Cover -- Half Title -- Title Page -- Copyright Page -- Contents -- Preface -- Acknowledgment -- Editors -- Contributors -- 1 Introduction to Artificial Intelligence and Machine Learning -- References -- 2 The Basic Elements of Artificial Intelligence -- Introduction -- Representation -- Representing a Problem -- Representation of Information -- Storing Knowledge -- Representing Knowledge -- Frames -- Trees -- Objects -- Formulating Problems and Solutions -- Storing Knowledge and Information -- File Structures -- Storage Hardware -- Searching for Knowledge and Actions -- Breadth-First Search -- Depth-First Search -- Informed Search -- Sophisticated Search -- Heuristic Search -- Local Search Algorithms -- Adversarial Search and Games -- Problem-Solving, Decision-Making, and Taking Action -- Reasoning -- Agents Employing Reasoning and Making Decisions -- Resolution, Reaching Reasoned Conclusions, and Taking Appropriate Action -- References -- 3 Artificial Intelligence and the Cloud -- References -- 4 Artificial Intelligence Security Threats -- References -- 5 Artificial Intelligence and IT Management -- General Intro -- Chapter Framework -- Service Operations -- General Overview of Where AI Is Making an Impact Today -- Event Management -- Where AI Is Making an Impact in Event Management Today -- Event Consolidation and Correlation -- Elimination of False Positives -- Thresholds -- Autonomous Action -- Trend Analysis -- Future Outlook for AI in Event Management -- Incident Management -- Where AI Is Making an Impact in Incident Management Today -- Notification -- Collaboration -- Auto-Recovery and Restoration -- Escalation -- Future Outlook for AI in Incident Management -- Request Fulfillment -- Future Outlook for AI in Request Fulfillment -- Problem Management -- Escalation -- Correlation/Root Cause Analysis -- Trending/Patterns.
Future Outlook for AI in Problem Management -- Access Management -- How Does AI Make an Impact on Access Management? -- Where AI Is Making an Impact on Access Management Today? -- Future Outlook for AI in Access Management -- AI for Service Design -- What Is Service Design? -- General Overview of Where AI Is Making an Impact Today -- Future Prospects for AI in Service Design -- Service Level Management -- Where AI Is Making an Impact on Service Level Management Today -- Availability Management -- Where AI Is Making an Impact in Availability Management Today -- Future Outlook for AI in Availability Management -- Capacity Management -- Future Outlook for AI in Capacity Management -- Continuity Management -- Where AI Is Making an Impact in Continuity Management Today -- Conclusion -- Resources -- 6 Artificial Intelligence in Marketing -- References -- 7 Artificial Intelligence in Cloud Marketing -- The Role of AI in Marketing -- How Marketers Use AI -- Content Marketing -- Email Marketing -- Chatbots -- Search Engine Optimization -- Why AI Is Crucial in the Digital Marketing Age -- Automating Processes -- Customer Connections -- Economic Impact -- Where Marketers Can Fall Short -- Data -- Privacy and Data Security -- How AI Is Implemented in Marketing -- Data Source and Types -- Social Networks -- How Data Is Being Used -- Recommendations Engine -- Lead Capture -- Forecasting -- Scoring -- Pricing -- Risks -- Known vs. Unknown -- Lack of Historical Data -- Third-Party vs. First-Party Data -- References -- 8 Artificial Intelligence in Healthcare -- Introduction -- Policies and Security -- Health Insurance Portability and Affordability Act (HIPAA) -- Patient Protection and Affordable Care Act (PPACA) -- Occupational Safety and Health Administration (OSHA) -- Compliance Officer -- Applications of AI in Healthcare -- Physical Artificial Intelligence.
Virtual Artificial Intelligence -- Disease Assessment -- AI Considerations for Healthcare Longevity -- Is AI Here to Stay in Healthcare? -- Challenges to AI in Healthcare -- References -- 9 Artificial Intelligence and Medical Devices -- Medical Devices: An Industry Overview -- Industry Outlook -- Factor 1: An Aging Population -- Factor 2: Increasing Regulation and Compliance -- Factor 3: Power Shift to Payers and Providers -- Factor 4: Cost and Price Pressures -- The Evolution to Smart Medical Devices -- Connected Medical Devices and the Data Deluge -- The Need to be Connected -- Evolving Regulation for Software in Medical Devices -- AI Adoption across Categories of Medical Devices -- AI in Hearing Aids -- AI in Robotic Surgeries -- Predictive Servicing for Medical Equipment -- Silicon Valley's Foray into Medical Devices -- AI's Impact on Humanity -- Notes -- 10 Artificial Intelligence and Public Policy -- Overview -- Nonprofits -- Non-Governmental Organizations -- Artificial Intelligence and Machine Learning -- Use of AI and Machine Learning in NPOs and NGOs -- Donors and Fundraising -- Charitable Efforts -- Potential Impacts of AI and Machine Learning for NPOs and NGOs -- Conclusion -- References -- 11 Artificial Intelligence in Education -- Introduction -- Time-Savings for Educators -- Timely Student Feedback and Plagiarism Detection -- Enhanced Feedback and Personalization -- Matching Benefits and Hazards -- Format Barriers and Immersion -- Paradigm Change -- References -- Index.
|
| Record Nr. | UNINA-9910818068103321 |
Info
Artificial Intelligence and Machine Learning for Business for Non-Engineers [[electronic resource]]
