---
title: "AI Magazine 2015 — papers — Elamur Research"
description: "AI Magazine 2015 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/ai-magazine/2015/"
---
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# AI Magazine 2015 — papers

The works of AI Magazine published in 2015 that our library holds (publisher: Association for the Advancement of Artificial Intelligence): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**55** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/ai-magazine/2015/#works) · [**389** citations of these works](https://md.research.elamur.ai/free/en/venues/ai-magazine/2015/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Research Priorities for Robust and Beneficial Artificial Intelligence ↗](https://doi.org/10.1609/aimag.v36i4.2577)**Stuart Russell, Daniel Dewey, Max Tegmark*636 citations*
2. **[Truth Is a Lie: Crowd Truth and the Seven Myths of Human Annotation](https://md.research.elamur.ai/free/en/papers/aroyo-2015-truth-lie-crowd-truth-seven/)**Lora M. Aroyo, Chris Welty*244 citations · our summary*
3. **[The 2014 International Planning Competition: Progress and Trends ↗](https://doi.org/10.1609/aimag.v36i3.2571)**Mauro Vallati, Lukáš Chrpa, Marek Grześ et al.*114 citations*
4. **[CiteSeerX: AI in a Digital Library Search Engine ↗](https://doi.org/10.1609/aimag.v36i3.2601)**Jian Feng Wu, Kyle William, Hung‐Hsuan Chen et al.*101 citations*
5. **[Why the Data Train Needs Semantic Rails ↗](https://doi.org/10.1609/aimag.v36i1.2560)**Krzysztof Janowicz, Frank van Harmelen, James Hendler et al.*88 citations*
6. **[Exploiting Semantics for Big Data Integration ↗](https://doi.org/10.1609/aimag.v36i1.2565)**Craig A. Knoblock, Pedro A. Szekely*77 citations*
7. **[Cognition as a Service: An Industry Perspective ↗](https://doi.org/10.1609/aimag.v36i4.2618)**Jim Spohrer, Guruduth S. Banavar*56 citations*
8. **[THink: Inferring Cognitive Status from Subtle Behaviors ↗](https://doi.org/10.1609/aimag.v36i3.2602)**Randall Davis, David J. Libon, Rhoda Au et al.*40 citations*
9. **[Cognitive Orthoses: Toward Human‐Centered AI ↗](https://doi.org/10.1609/aimag.v36i4.2629)**Kenneth M. Ford, Patrick J. Hayes, Clark Glymour et al.*39 citations*
10. **[The Automated Negotiating Agents Competition, 2010–2015 ↗](https://doi.org/10.1609/aimag.v36i4.2609)**Tim Baarslag, Reyhan Aydoğan, Koen V. Hindriks et al.*37 citations*

## All works of the year (55)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Research Priorities for Robust and Beneficial Artificial Intelligence ↗](https://doi.org/10.1609/aimag.v36i4.2577)**Stuart Russell, Daniel Dewey, Max Tegmark*636 citations*
2. **[Truth Is a Lie: Crowd Truth and the Seven Myths of Human Annotation](https://md.research.elamur.ai/free/en/papers/aroyo-2015-truth-lie-crowd-truth-seven/)**Lora M. Aroyo, Chris Welty*244 citations · our summary*
3. **[The 2014 International Planning Competition: Progress and Trends ↗](https://doi.org/10.1609/aimag.v36i3.2571)**Mauro Vallati, Lukáš Chrpa, Marek Grześ et al.*114 citations*
4. **[CiteSeerX: AI in a Digital Library Search Engine ↗](https://doi.org/10.1609/aimag.v36i3.2601)**Jian Feng Wu, Kyle William, Hung‐Hsuan Chen et al.*101 citations*
5. **[Why the Data Train Needs Semantic Rails ↗](https://doi.org/10.1609/aimag.v36i1.2560)**Krzysztof Janowicz, Frank van Harmelen, James Hendler et al.*88 citations*
6. **[Exploiting Semantics for Big Data Integration ↗](https://doi.org/10.1609/aimag.v36i1.2565)**Craig A. Knoblock, Pedro A. Szekely*77 citations*
7. **[Cognition as a Service: An Industry Perspective ↗](https://doi.org/10.1609/aimag.v36i4.2618)**Jim Spohrer, Guruduth S. Banavar*56 citations*
8. **[THink: Inferring Cognitive Status from Subtle Behaviors ↗](https://doi.org/10.1609/aimag.v36i3.2602)**Randall Davis, David J. Libon, Rhoda Au et al.*40 citations*
9. **[Cognitive Orthoses: Toward Human‐Centered AI ↗](https://doi.org/10.1609/aimag.v36i4.2629)**Kenneth M. Ford, Patrick J. Hayes, Clark Glymour et al.*39 citations*
10. **[The Automated Negotiating Agents Competition, 2010–2015 ↗](https://doi.org/10.1609/aimag.v36i4.2609)**Tim Baarslag, Reyhan Aydoğan, Koen V. Hindriks et al.*37 citations*
11. **[Control Strategies and Artificial Intelligence in Rehabilitation Robotics ↗](https://doi.org/10.1609/aimag.v36i4.2614)**Domen Novak, Robert Riener*31 citations*
12. **[Human‐Centered Design of Wearable Neuroprostheses and Exoskeletons ↗](https://doi.org/10.1609/aimag.v36i4.2613)**Jose Luis Contreras-Vidal, Atilla Kilicarslan, He Huang et al.*29 citations*
13. **[The Angry Birds AI Competition ↗](https://doi.org/10.1609/aimag.v36i2.2588)**Jochen Renz, Xiaoyu Ge, Stephen Gould et al.*26 citations*
14. **[Entity Type Recognition for Heterogeneous Semantic Graphs ↗](https://doi.org/10.1609/aimag.v36i1.2569)**Jennifer Sleeman, Tim Finin, Anupam Joshi*20 citations*
15. **[Letters to the Editor ↗](https://doi.org/10.1609/aimag.v36i4.2621)**Stuart Russell, Thomas G. Dietterich, Eric Horvitz et al.*20 citations*
16. **[Using Semantics and Statistics to Turn Data into Knowledge ↗](https://doi.org/10.1609/aimag.v36i1.2568)**Jay Pujara, Hui Miao, Lise C. Getoor et al.*15 citations*
17. **[Plan Recognition for Exploratory Learning Environments Using Interleaved Temporal Search ↗](https://doi.org/10.1609/aimag.v36i2.2579)**Oriel Uzan, Reuth Dekel, Or Seri et al.*13 citations*
18. **[A General Context‐Aware Framework for Improved Human‐System Interactions ↗](https://doi.org/10.1609/aimag.v36i2.2582)**Stacy Lovell Pfautz, Gabriel Ganberg, Adam S. Fouse et al.*12 citations*
19. **[Advice Provision for Energy Saving in an Automobile Climate‐Control System ↗](https://doi.org/10.1609/aimag.v36i3.2603)**Amos Azaria, Ariel Rosenfeld, Sarit Kraus et al.*11 citations*
20. **[Platys: From Position to Place‐Oriented Mobile Computing ↗](https://doi.org/10.1609/aimag.v36i2.2584)**Laura Zavala, Pradeep Kumar Murukannaiah, Nithyananthan Poosamani et al.*11 citations*
21. **[A Deployed People‐to‐People Recommender System in Online Dating ↗](https://doi.org/10.1609/aimag.v36i3.2599)**Wayne Wobcke, Alfred Krzywicki, Yang Sok Kim et al.*9 citations*
22. **[Activity‐Based Computing: Computational Management of Activities Refecting Human Intention ↗](https://doi.org/10.1609/aimag.v36i2.2585)**Jakob E. Bardram, Steven Jeuris, Steven Houben*9 citations*
23. **[Early Steps Toward Web‐Scale Information Extraction with LODIE ↗](https://doi.org/10.1609/aimag.v36i1.2567)**Anna Lisa Gentile, Ziqi Zhang, Fabio Ciravegna*9 citations*
24. **[DiversiNews: Surfacing Diversity in Online News ↗](https://doi.org/10.1609/aimag.v36i4.2528)**Mitja Trampuš, Flavio Fuart, Daniele Pighin et al.*7 citations*
25. **[Semantics‐Empowered Big Data Processing with Applications ↗](https://doi.org/10.1609/aimag.v36i1.2566)**Krishnaprasad Thirunarayan, Amit Sheth*7 citations*

[See all 55 papers in AI Magazine 2015 — papers →](https://md.research.elamur.ai/free/en/venues/ai-magazine/2015/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Truth Is a Lie: Crowd Truth and the Seven Myths of Human Annotation](https://md.research.elamur.ai/free/en/papers/aroyo-2015-truth-lie-crowd-truth-seven/) [AI Magazine](https://md.research.elamur.ai/free/en/venues/ai-magazine/)**Lora M. Aroyo, Chris Welty*2015 · 389 citations*

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Lora Aroyo**1 work here · 389 citations](https://md.research.elamur.ai/free/en/authors/lora-aroyo/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Vrije Universiteit Amsterdam** Amsterdam · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/vrije-universiteit-amsterdam/)

works and citations from OpenAlex and our library.

- [← previous AI Magazine 2008](https://md.research.elamur.ai/free/en/venues/ai-magazine/2008/)
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