Dagstuhl Reports, Volume 5, Issue 1



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Dagstuhl Seminars 15021, 15022, 15031, 15041, 15042, 15051, 15052

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Complete Issue
Dagstuhl Reports, Volume 5, Issue 1, January 2015, Complete Issue

Abstract
Dagstuhl Reports, Volume 5, Issue 1, January 2015, Complete Issue

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Dagstuhl Reports, Volume 5, Issue 1, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{DagRep.5.1,
  title =	{{Dagstuhl Reports, Volume 5, Issue 1, January 2015, Complete Issue}},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1},
  URN =		{urn:nbn:de:0030-drops-50810},
  doi =		{10.4230/DagRep.5.1},
  annote =	{Keywords: Dagstuhl Reports, Volume 5, Issue 1, January 2015, Complete Issue}
}
Document
Front Matter
Dagstuhl Reports, Table of Contents, Volume 5, Issue 1, 2015

Abstract
Table of Contents, Frontmatter

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Dagstuhl Reports, Volume 5, Issue 1, pp. i-ii, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{DagRep.5.1.i,
  title =	{{Dagstuhl Reports, Table of Contents, Volume 5, Issue 1, 2015}},
  pages =	{i--ii},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.i},
  URN =		{urn:nbn:de:0030-drops-50806},
  doi =		{10.4230/DagRep.5.1.i},
  annote =	{Keywords: Dagstuhl Reports, Table of Contents, Volume 5, Issue 1, 2015}
}
Document
Concurrent Computing in the Many-core Era (Dagstuhl Seminar 15021)

Authors: Michael Philippsen, Pascal Felber, Michael L. Scott, and J. Eliot B. Moss


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 15021 "Concurrent computing in the many-core era". This seminar is a successor to Dagstuhl Seminars 08241 "Transactional memory: From implementation to application" and 12161 "Abstractions for scalable multicore computing", respectively held in June 2008 and in April 2012. The current seminar built on the previous seminars by notably (1) broadening the scope to concurrency beyond transactional memory and shared-memory multicores abstractions, (2) focusing on the new challenges and potential uses of emerging hardware support for synchronization extensions, and (3) considering the increasing complexity resulting from the explosion in heterogeneity.

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Michael Philippsen, Pascal Felber, Michael L. Scott, and J. Eliot B. Moss. Concurrent Computing in the Many-core Era (Dagstuhl Seminar 15021). In Dagstuhl Reports, Volume 5, Issue 1, pp. 1-56, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{philippsen_et_al:DagRep.5.1.1,
  author =	{Philippsen, Michael and Felber, Pascal and Scott, Michael L. and Moss, J. Eliot B.},
  title =	{{Concurrent Computing in the Many-core Era (Dagstuhl Seminar 15021)}},
  pages =	{1--56},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{Philippsen, Michael and Felber, Pascal and Scott, Michael L. and Moss, J. Eliot B.},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.1},
  URN =		{urn:nbn:de:0030-drops-50105},
  doi =		{10.4230/DagRep.5.1.1},
  annote =	{Keywords: Multi-/many-core processors, Concurrent Programming, Synchronization, Transactional Memory, Programming Languages, Compilation}
}
Document
Quality of Experience: From Assessment to Application (Dagstuhl Seminar 15022)

Authors: Katrien De Moor, Markus Fiedler, Peter Reichl, and Martín Varela


Abstract
This report provides an overview of the program, discussions and outcomes of Dagstuhl Seminar 15022 "Quality of Experience: From Assessment to Application", which took place from 4 - 7 January 2015 at Schloss Dagstuhl - Leibniz Center for Informatics. The seminar and the challenges that were addressed have their roots in the earlier Dagstuhl Seminars 09192 "From Quality of Service to Quality of Experience" and 12181 "Quality of Experience: From User Perception to Instrumental Metrics". The main goal of the seminar was to strengthen and go beyond the current understanding on Quality of Experience (QoE) and its assessment, in order to start tackling the logical yet highly challenging next steps: to move from assessment to application and to translate insights on QoE and knowledge from this research field into forms of economic and/or societal value. This report contains the personal statements and main challenges brought forward by the participants, who were on the fly clustered into six main discussion topics. We here report on the discussions and outcomes from the group work, organized around these bottom-up generated topics: "QoE theory and modeling", "QoE methodologies", "User factors and QoE", "QoE management", "Monetization of QoE" and "QoE in new domains".

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Katrien De Moor, Markus Fiedler, Peter Reichl, and Martín Varela. Quality of Experience: From Assessment to Application (Dagstuhl Seminar 15022). In Dagstuhl Reports, Volume 5, Issue 1, pp. 57-95, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{demoor_et_al:DagRep.5.1.57,
  author =	{De Moor, Katrien and Fiedler, Markus and Reichl, Peter and Varela, Mart{\'\i}n},
  title =	{{Quality of Experience: From Assessment to Application (Dagstuhl Seminar 15022)}},
  pages =	{57--95},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{De Moor, Katrien and Fiedler, Markus and Reichl, Peter and Varela, Mart{\'\i}n},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.57},
  URN =		{urn:nbn:de:0030-drops-50365},
  doi =		{10.4230/DagRep.5.1.57},
  annote =	{Keywords: Quality of Experience, Usability, User experience, Content, Network monitoring, Quality measurement, Service pricing, Network management, Application management}
}
Document
Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031)

Authors: Salvatore Greco, Kathrin Klamroth, Joshua D. Knowles, and Günter Rudolph


Abstract
This report documents the program and outcomes of the Dagstuhl Seminar 15031 Understanding Complexity in Multiobjective Optimization. This seminar carried on the series of four previous Dagstuhl Seminars (04461, 06501, 09041 and 12041) that were focused on Multiobjective Optimization, and strengthening the links between the Evolutionary Multiobjective Optimization (EMO) and Multiple Criteria Decision Making (MCDM) communities. The purpose of the seminar was to bring together researchers from the two communities to take part in a wide-ranging discussion about the different sources and impacts of complexity in multiobjective optimization. The outcome was a clarified viewpoint of complexity in the various facets of multiobjective optimization, leading to several research initiatives with innovative approaches for coping with complexity.

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Salvatore Greco, Kathrin Klamroth, Joshua D. Knowles, and Günter Rudolph. Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031). In Dagstuhl Reports, Volume 5, Issue 1, pp. 96-163, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{greco_et_al:DagRep.5.1.96,
  author =	{Greco, Salvatore and Klamroth, Kathrin and Knowles, Joshua D. and Rudolph, G\"{u}nter},
  title =	{{Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031)}},
  pages =	{96--163},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{Greco, Salvatore and Klamroth, Kathrin and Knowles, Joshua D. and Rudolph, G\"{u}nter},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.96},
  URN =		{urn:nbn:de:0030-drops-50373},
  doi =		{10.4230/DagRep.5.1.96},
  annote =	{Keywords: multiple criteria decision making, evolutionary multiobjective optimization}
}
Document
Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041)

Authors: Samuel Kounev, Xiaoyun Zhu, Jeffrey O. Kephart, and Marta Kwiatkowska


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 15041 "Model-driven Algorithms and Architectures for Self-Aware Computing Systems". The design of self-aware computing systems calls for an integrated interdisciplinary approach building on results from multiple areas of computer science and engineering, including software and systems engineering, systems modeling, simulation and analysis, autonomic and organic computing, machine learning and artificial intelligence, data center resource management, and so on. The Dagstuhl Seminar 15041 served as a platform to raise the awareness about the relevant research efforts in the respective research communities as well as existing synergies that can be exploited to advance the state-of-the-art, formulate a new research agenda that takes a broader view on the problem following an integrated and interdisciplinary approach, and establish collaborations between academia and industry.

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Samuel Kounev, Xiaoyun Zhu, Jeffrey O. Kephart, and Marta Kwiatkowska. Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041). In Dagstuhl Reports, Volume 5, Issue 1, pp. 164-196, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{kounev_et_al:DagRep.5.1.164,
  author =	{Kounev, Samuel and Zhu, Xiaoyun and Kephart, Jeffrey O. and Kwiatkowska, Marta},
  title =	{{Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041)}},
  pages =	{164--196},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{Kounev, Samuel and Zhu, Xiaoyun and Kephart, Jeffrey O. and Kwiatkowska, Marta},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.164},
  URN =		{urn:nbn:de:0030-drops-50385},
  doi =		{10.4230/DagRep.5.1.164},
  annote =	{Keywords: autonomic systems, self-adaptive, self-managing, model-driven, architecture-based, systems management, machine learning, feedback-based design}
}
Document
Coalgebraic Semantics of Reflexive Economics (Dagstuhl Seminar 15042)

Authors: Samson Abramsky, Alexander Kurz, Pierre Lescanne, and Viktor Winschel


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 15042 "Coalgebraic Semantics of Reflexive Economics".

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Samson Abramsky, Alexander Kurz, Pierre Lescanne, and Viktor Winschel. Coalgebraic Semantics of Reflexive Economics (Dagstuhl Seminar 15042). In Dagstuhl Reports, Volume 5, Issue 1, pp. 197-206, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{abramsky_et_al:DagRep.5.1.197,
  author =	{Abramsky, Samson and Kurz, Alexander and Lescanne, Pierre and Winschel, Viktor},
  title =	{{Coalgebraic Semantics of Reflexive Economics (Dagstuhl Seminar 15042)}},
  pages =	{197--206},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{Abramsky, Samson and Kurz, Alexander and Lescanne, Pierre and Winschel, Viktor},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.197},
  URN =		{urn:nbn:de:0030-drops-50398},
  doi =		{10.4230/DagRep.5.1.197},
  annote =	{Keywords: Programming language semantics, Coalgebra, Category theory, Economics, Epistemic game theory}
}
Document
Artificial and Computational Intelligence in Games: Integration (Dagstuhl Seminar 15051)

Authors: Simon M. Lucas, Michael Mateas, Mike Preuss, Pieter Spronck, and Julian Togelius


Abstract
This report documents Dagstuhl Seminar 15051 "Artificial and Computational Intelligence in Games: Integration". The focus of the seminar was on the computational techniques used to create, enhance, and improve the experiences of humans interacting with and within virtual environments. Different researchers in this field have different goals, including developing and testing new AI methods, creating interesting and believable non-player characters, improving the game production pipeline, studying game design through computational means, and understanding players and patterns of interaction. In recent years it has become increasingly clear that many of the research goals in the field require a multidisciplinary approach, or at least a combination of techniques that, in the past, were considered separate research topics. The goal of the seminar was to explicitly take the first steps along this path of integration, and investigate which topics and techniques would benefit most from collaboration, how collaboration could be shaped, and which new research questions may potentially be answered.

Cite as

Simon M. Lucas, Michael Mateas, Mike Preuss, Pieter Spronck, and Julian Togelius. Artificial and Computational Intelligence in Games: Integration (Dagstuhl Seminar 15051). In Dagstuhl Reports, Volume 5, Issue 1, pp. 207-242, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{lucas_et_al:DagRep.5.1.207,
  author =	{Lucas, Simon M. and Mateas, Michael and Preuss, Mike and Spronck, Pieter and Togelius, Julian},
  title =	{{Artificial and Computational Intelligence in Games: Integration (Dagstuhl Seminar 15051)}},
  pages =	{207--242},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{Lucas, Simon M. and Mateas, Michael and Preuss, Mike and Spronck, Pieter and Togelius, Julian},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.207},
  URN =		{urn:nbn:de:0030-drops-50404},
  doi =		{10.4230/DagRep.5.1.207},
  annote =	{Keywords: Multi-agent systems, Dynamical systems, Entertainment modeling, Player satisfaction, Game design, Serious games, Game theory}
}
Document
Empirical Evaluation for Graph Drawing (Dagstuhl Seminar 15052)

Authors: Ulrik Brandes, Irene Finocchi, Martin Nöllenburg, and Aaron Quigley


Abstract
This report documents the program and outcomes of Dagstuhl Seminar 15052 "Empirical Evaluation for Graph Drawing" which took place January 25-30, 2015. The goal of the seminar was to advance the state of the art in experimental evaluation within the wider field of graph drawing, both with respect to user studies and algorithmic experimentation.

Cite as

Ulrik Brandes, Irene Finocchi, Martin Nöllenburg, and Aaron Quigley. Empirical Evaluation for Graph Drawing (Dagstuhl Seminar 15052). In Dagstuhl Reports, Volume 5, Issue 1, pp. 243-258, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)


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@Article{brandes_et_al:DagRep.5.1.243,
  author =	{Brandes, Ulrik and Finocchi, Irene and N\"{o}llenburg, Martin and Quigley, Aaron},
  title =	{{Empirical Evaluation for Graph Drawing (Dagstuhl Seminar 15052)}},
  pages =	{243--258},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2015},
  volume =	{5},
  number =	{1},
  editor =	{Brandes, Ulrik and Finocchi, Irene and N\"{o}llenburg, Martin and Quigley, Aaron},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.1.243},
  URN =		{urn:nbn:de:0030-drops-50414},
  doi =		{10.4230/DagRep.5.1.243},
  annote =	{Keywords: graph drawing, experimental design, algorithm engineering, user studies, empirical evaluation, information visualization}
}

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