Autore	Wang Dong
Edizione	[1st ed. 2013.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Descrizione fisica	1 online resource (XIV, 148 p. 31 illus.)
Disciplina	629.8312
Collana	Lecture Notes in Control and Information Sciences
Soggetto topico	Automatic control System theory Control and Systems Theory Systems Theory, Control
ISBN	9783642376856 3642376851
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Part I Filter Design -- Part II Fault Detection -- Filter Design -- Part II Fault Detection.
Record Nr.	UNINA-9910437890703321

Autore	Wang Dong
Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (184 pages)
Disciplina	005.758
Altri autori (Persone)	ZhangDaniel 'Yue'
Soggetto topico	Cloud Computing Artificial intelligence Internet of things Artificial Intelligence Internet of Things
ISBN	3-031-26936-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	A New Human-centric Computing Age at Edge -- Social Edge Trends and Applications -- Rational Social Edge Computing -- Taming Heterogeneity in Social Edge Computing -- Real-time AI in Social Edge -- Human-AI Interaction -- Privacy in Social Edge -- Further Readings -- Conclusion and Remaining Challenges.
Record Nr.	UNISA-996546840603316

Autore	Wang Dong
Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (184 pages)
Disciplina	005.758
Altri autori (Persone)	ZhangDaniel 'Yue'
Soggetto topico	Cloud computing Artificial intelligence Internet of things Cloud Computing Artificial Intelligence Internet of Things
ISBN	9783031269363 3031269365
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	A New Human-centric Computing Age at Edge -- Social Edge Trends and Applications -- Rational Social Edge Computing -- Taming Heterogeneity in Social Edge Computing -- Real-time AI in Social Edge -- Human-AI Interaction -- Privacy in Social Edge -- Further Readings -- Conclusion and Remaining Challenges.
Record Nr.	UNINA-9910734878303321

Autore	Wang Dong
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (430 pages)
Disciplina	006.3
Altri autori (Persone)	ShangLanyu ZhangYang
Soggetto topico	Artificial intelligence User interfaces (Computer systems) Human-computer interaction Technology - Moral and ethical aspects Artificial Intelligence User Interfaces and Human Computer Interaction Ethics of Technology
ISBN	3-031-90080-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Chapter 1: Introduction -- 1.1 Overview -- 1.2 Motivation and Challenges -- 1.3 Contributions -- Chapter 2: Social Intelligence Applications and Backgrounds -- 2.1 Social Intelligence: the emergence of human intelligence and AI -- 2.2 Enabling Technologies for Social Intelligence -- 2.3 Interdisciplinary Nature of Social Intelligence -- 2.4 Emerging Social Intelligence Applications -- Chapter 3: Data Heterogeneity -- 3.1 The Data Heterogeneity Problem in Social Intelligence -- 3.2 A Multimodal Approach: DuoGen and ContrastFaux -- 3.4 Real-world Case Studies -- 3.5 Discussion -- Chapter 4: Data Sparsity and Model Generality -- 4.1 The Data Sparsity and Model Generality Problem in Social Intelligence -- 4.2 Robust and General Social Intelligence: CrowdAdapt and CollabGeneral -- 4.3 Real-world Case Studies -- 4.4 Discussion -- Chapter 5: Explainable AI (XAI) in Social Intelligence -- 4.1 A Collaborative Explanation for AI -- 4.2 Social XAI: CrowdGraph and CEA-COVID -- 4.3 Real-world Case Studies -- 4.4 Discussion -- Chapter 6: Fusing Crowd Wisdom and AI -- 6.1 Integrating Crowd-based Human Intelligence and AI -- 6.2 A Crowd-AI Co-Design: CrowdNAS and CrowdHPO -- 6.4 Real-world Case Studies -- 6.5 Discussion -- Chapter 7: Fairness and Bias Issue -- 7.1 The Fairness and Bias Issue in Social Intelligence -- 7.2 Fair Social AI Solution: FairCrowd and DebiasEdu -- 7.3 Real-world Case Studies -- 7.4 Discussion -- Chapter 8: Privacy Issue -- 8.1 Understanding Privacy in Social Intelligence -- 8.2 Privacy-aware Crowd-AI Approach: CoviDKG and FaceCrowd -- 8.3 Real-world Case Studies -- 8.4 Discussion -- Chapter 9: Further Readings -- 9.1 Human-centered AI -- 9.2 AI for Social Good -- 9.3 Fairness and Privacy in Social Intelligence -- 9.4 Ethics and Policies in Social Intelligence -- Chapter 10: Conclusions and Remaining Challenges.
Record Nr.	UNINA-9911015637003321

Autore	Wang Dong
Edizione	[First edition.]
Pubbl/distr/stampa	Amsterdam : , : Elsevier, , [2015]
Descrizione fisica	1 online resource (232 p.)
Disciplina	302.30285
Soggetto topico	Social media - Data processing Information technology
Soggetto genere / forma	Electronic books.
ISBN	0-12-800867-9
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	""Front Cover""; ""Social Sensing: Building Reliable Systems on Unreliable Data""; ""Copyright""; ""Dedication""; ""Contents""; ""Acknowledgments""; ""Authors""; ""Dong Wang""; ""Tarek Abdelzaher""; ""Lance M. Kaplan""; ""Foreword""; ""Preface""; ""Chapter 1: A new information age""; ""1.1 Overview""; ""1.2 Challenges""; ""1.3 State of the Art""; ""1.3.1 Efforts on Discount Fusion""; ""1.3.2 Efforts on Trust and Reputation Systems""; ""1.3.3 Efforts on Fact-Finding""; ""1.4 Organization""; ""Chapter 2: Social Sensing Trends and Applications""; ""2.1 Information Sharing: The Paradigm Shift"" ""2.2 An Application Taxonomy""""2.3 Early Research""; ""2.4 The Present Time""; ""2.5 ANote on Privacy""; ""Chapter 3: Mathematical foundations of social sensing: An introductory tutorial""; ""3.1 AMultidisciplinary Background""; ""3.2 Basics of Generic Networks""; ""3.3 Basics of Bayesian Analysis""; ""3.4 Basics of Maximum Likelihood Estimation""; ""3.5 Basics of Expectation Maximization""; ""3.6 Basics of Confidence Intervals""; ""3.7 Putting It All Together""; ""Chapter 4: Fact-finding in information networks""; ""4.1 Facts, Fact-Finders, and the Existence of Ground Truth"" ""4.2 Overview of Fact-Finders in Information Networks""""4.3 A Bayesian Interpretation of Basic Fact-Finding""; ""4.3.1 Claim Credibility""; ""4.3.2 Source Credibility""; ""4.4 The Iterative Algorithm""; ""4.5 Examples and Results""; ""4.6 Discussion""; ""Appendix""; ""Chapter 5: Social Sensing: A maximum likelihood estimation approach""; ""5.1 The Social Sensing Problem""; ""5.2 Expectation Maximization""; ""5.2.1 Background""; ""5.2.2 Mathematical Formulation""; ""5.2.3 Deriving the E-Step and M-Step""; ""5.3 The EM Fact-Finding Algorithm""; ""5.4 Examples and Results"" ""5.4.1 A Simulation Study""""5.4.2 A Geotagging Case Study""; ""5.4.3 A Real World Application""; ""5.5 Discussion""; ""Chapter 6: Confidence bounds in social sensing""; ""6.1 The Reliability Assurance Problem""; ""6.2 Actual Cramer-Rao Lower Bound""; ""6.3 Asymptotic Cramer-Rao Lower Bound""; ""6.4 Confidence Interval Derivation""; ""6.5 Examples and Results""; ""6.5.1 Evaluation of Confidence Interval""; ""6.5.2 Evaluation of CRLB""; ""Scalability study""; ""Trustworthiness and assertiveness study""; ""Robustness study"" ""6.5.3 Evaluation of Estimated False Positives/Negatives on Claim Classification""""Scalability study""; ""Trustworthiness and assertiveness study""; ""Robustness study""; ""6.5.4 AReal World Case Study""; ""6.6 Discussion""; ""Appendix""; ""Chapter 7: Resolving conflicting observations and non-binary claims""; ""7.1 Handling Conflicting Binary Observations""; ""7.1.1 Extended Model""; ""7.1.2 Re-Derive the E-Step and M-Step""; ""7.1.3 The Binary Conflict EM Algorithm""; ""7.2 Handling Non-Binary Claims""; ""7.2.1 Generalized E and M Steps for Non-Binary Measured Variables"" ""7.2.2 The Generalized EM Algorithm for Non-Binary Measured Variables""
Record Nr.	UNISA-996426329703316