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Journal Cover   AI Magazine
  [SJR: 0.593]   [H-I: 50]   [8 followers]  Follow
    
   Full-text available via subscription Subscription journal
   ISSN (Print) 0738-4602
   Published by Association for the Advancement of Artificial Intelligence Homepage  [1 journal]
  • Plan Recognition for Exploratory Learning Environments Using Interleaved
           Temporal Search
    • Abstract: * This article presents new algorithms for inferring users' activities in a class of flexible and open-ended educational software called exploratory learning environments (ELEs). Such settings provide a rich educational environment for students, but challenge teachers to keep track of students' ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Report on the Twenty-Second International Conference on Case-Based
           Reasoning
    • Abstract: * The Twenty-Second International Conference on Case-Based Reasoning was held from September 29 to October 1, 2014. This report summarizes the conference highlights. The Twenty-Second International Conference on Case-Based Reasoning (ICCBR), the premier international meeting on research and ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • AAAI Celebrates Its 30th in the Land of the Sun!
    • Abstract: The planning for AAAI-16 in Arizona, February 12-17, 2016 has begun! We hope you will join us for a memorable anniversary year. AAAI-16 Program Cochairs Dale Schuurmans and Michael Wellman plan to build on all the innovations introduced in the past few years, and will introduce a few of their own. ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Member News
    • Abstract: AAAI is pleased to congratulate the winners of the 2015 IJCAI Awards! IJCAI-15 Award for Research Excellence The Research Excellence award is given to a scientist who has carried out a program of research of consistently high quality throughout an entire career yielding several substantial results. ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Join Us in San Diego, California for HCOMP 2015!
    • Abstract: [ILLUSTRATION OMITTED] November 8-11 The Third AAAI Conference on Human Computation and Crowdsourcing (HCOMP-2015) is cross-disciplinary, aimed at promoting the scientific exchange of advances in human computation and crowdsourcing among researchers, engineers, and practitioners across a spectrum ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Parallelizing Plan Recognition
    • Abstract: * Modern multicore computers provide air opportunity to parallelize plan-recognition algorithms to decrease run time. Viewing plan recognition as parsing based on a complete breadth first search, makes ELEXIR (engine for lexicalized intent recognition) (Geib 2009, Geib and Goldman 2011) ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • A General Context-Aware Framework for Improved Human-System Interactions
    • Abstract: For humans and automation to collaborate and perform tasks effectively, all participants need access to a common representation of potentially relevant situational information, or context. This article describes a general framework for building context-aware interactive intelligent systems that ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • A Semantic Infrastructure for Personalizable Context-Aware Environments
    • Abstract: Although a number of initiatives provide personalized context-aware guidance for niche use cases, a standard framework for context awareness remains lacking. This article explains how semantic technology has been exploited to generate a centralized repository of personal activity context. This data ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Visit the New AAAI Member Site and Create Your Own Circle!
    • Abstract: We encourage you to explore the features of the AAAI Member website (aaai.memberclicks.net), where you can renew your membership in AAAI and update your contact information directly. In addition, you are connected with other members of the largest worldwide AI community via the AAAI online ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • The Angry Birds AI Competition
    • Abstract: * The aim of the Angry Birds AI competition (AIBIRDS) is to build intelligent agents that can play new Angry Birds levels better than the best human players. This is surprisingly difficult for AI as it requires similar capabilities to what humans need for successfully interacting with the physical ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Artificial Intelligence Research in Switzerland
    • Abstract: * Although Switzerland is a small country, it is home to many internationally renowned universities and scientific institutions. The research landscape in Switzerland is rich, and Al-related themes are investigated by many teams under diverse umbrellas. This column sheds some light on selected ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • 2015 AAAI Fall Symposium Series: November 12-14
    • Abstract: [ILLUSTRATION OMITTED] The 2015 AAAI Fall Symposium Series will be held Thursday through Saturday, November 12-14, at the Westin Arlington Gateway, Arlington, Virginia, adjacent to Washington, DC. The topics of the symposia are available at www.aaai.org/Symposia/Fall/fss15. Please note that ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • 2016 AAAI Award Nomination Season Is Here!
    • Abstract: AAAI Fellows Nominations Solicited The 2016 Fellows Selection Committee is currently accepting nominations for AAAI Fellow. The AAAI Fellows program is designed to recognize people who have made significant, sustained contributions to the field of artificial intelligence over at least a ten-year ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Architectures for Activity Recognition and Context-Aware Computing
    • Abstract: * This editorial to the summer 2015 AI Magazine introduces the special-issue articles on architectures for activity recognition and context-aware computing. The changes brought about by the ubiquity of smartphones and social media are just a small foretaste of changes to come. Soon people will be ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Reducing Friction for Knowledge Workers with Task Context
    • Abstract: * Knowledge workers perform work on many tasks per day and often switch between tasks. When performing work on a task, a knowledge worker must typically search, navigate, and dig through file systems, documents, and emails, all of which introduce friction into the flow of work. This friction can be ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Activity-Based Computing: Computational Management of Activities
           Reflecting Human Intention
    • Abstract: * An important research topic in artificial intelligence is automatic sensing and inferencing of contextual information, which is used to build computer models of the user's activity. One approach to building such activity-aware systems is the notion of activity-based computing (ABC). ABC is a ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • The Eleventh AAAI Conference on Artificial Intelligence and Interactive
           Digital Entertainment (AIIDE-15)
    • Abstract: November 14-18 Please join us for AIIDE-15, to be held November 14-18, 2015 at the University of California, Santa Cruz, Santa Cruz, California, USA. AIIDE is the definitive point of interaction between entertainment software developers interested in AI and academic and industrial AI researchers. ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • Reports on the 2015 AAAI Workshop Series
    • Abstract: * AAAI's 2015 Workshop Program was held Sunday and Monday, January 25-26, 2015, at the Hyatt Regency Austin Hotel in Austin, Texas, USA. The AAAI-15 workshop program included 16 workshops covering a wide range of topics in artificial intelligence. Most workshops were held on a single day. The ... (Publication: AI Magazine)
      PubDate: Mon, 22 Jun 2015 00:00:00 -040
       
  • AAAI-15 Program Committee Awards
    • Abstract: AAAI-15 program cochairs Blai Bonet and Sven Koenig recognized the following members of the AAAI-15 Program Committee for their distinguished service on the committee. These individuals went above and beyond the expectations for the role, showing exceptional judgment, clarity, knowledgeability, and ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • ICWSM: Please Join Us for ICWSM-15!
    • Abstract: The Ninth International AAAI Conference on Webl and Social Media (ICWSM) will be held at Oxford University in Oxford, United Kingdom from May 26-29. This interdisciplinary conference is a forum for researchers in computer science and social science to come together to share knowledge, discuss ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Why the Data Train Needs Semantic Rails
    • Abstract: While catchphrases such as big data, smart data, data-intensive science, or smart dust highlight different aspects, they share a common theme--namely, a shift toward a data-centered perspective in which the synthesis and analysis of data at an ever-increasing spatial, temporal, and thematic ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • AAAI-15 Outstanding Paper Awards
    • Abstract: This year, AAAI's Conference on Artificial Intelligence honored the following two papers, which exemplify high standards in technical contribution and exposition by regular and student authors. In addition, the program committee selected one paper for honorable mention in each category, based on ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • IAAI-15 Innovative Application Awards
    • Abstract: Each year the AAAI Conference on Innovative Applications selects the recipients of the IAAI Innovative Application Award. These deployed application case study papers must describe deployed applications with measurable benefits that include some aspect of AI technology. The application needs to ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • The 2015 AAAI Distinguished Service Award Presented to Kenneth Ford
    • Abstract: The 2015 AAAI Distinguished Service Award recognizes one individual for extraordinary service to the AI community. The AAAI Awards Committee is pleased to announce that this year's recipient is Kenneth M. Ford, Florida Institute for Human and Machine Cognition. Dr. Ford is being recognized for his ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Special Computing Community Consortium Blue Sky Awards
    • Abstract: AAAI-15, in cooperation with the CRA Computing Community Consortium (CCC), honored three papers in the Senior Member track that presented ideas and visions that can stimulate the research community to pursue new directions, such as new problems, new application domains, or new methodologies. The ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • 2015 AI Video Competition Winners
    • Abstract: The ninth annual AI video competition was held during AAAI-15 and several winning videos were honored during the awards presentation. Videos were nominated for awards in three categories, and winners received a "Shakey" award during a special award ceremony at the conference. Our thanks go to ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • 2015 AAAI Feigenbaum Prize Awarded to Eric Horvitz
    • Abstract: AAAI is delighted to announce that Eric Horvitz, Distinguished Scientist and Managing Director, Microsoft Research, has been selected as the recipient of the 2015 AAAI Feigenbaum Prize. Dr. Horvitz is being recognized in particular for sustained and high-impact contributions to the field of ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Congratulations to the 2015 AAAI Fellows!
    • Abstract: Each year a small number of fellows are recognized for their unusual distinction in the profession and for their sustained contributions to the field for a decade or more. An official dinner and ceremony was held in their honor during AAAI-15 in Austin, Texas. The honorees for 2015 were as follows. ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Save the Date for AAAI-16
    • Abstract: Mark your calendars now for the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16) and the Twenty-Eighth Conference on Innovative Applications of Artificial Intelligence (IAAI-16), which will be held in sunny Phoenix, Arizona, February 12-17, 2016! Please note the change in day pattern ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Using Semantics and Statistics to Turn Data into Knowledge
    • Abstract: Many information-extraction and knowledge base construction systems are addressing the challenge of deriving knowledge from text. A key problem in constructing these knowledge bases from sources like the web is overcoming the erroneous and incomplete information found in millions of candidate ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Semantics-Empowered Big Data Processing with Applications
    • Abstract: We discuss the nature of big data and address the role of semantics in analyzing and processing big data that arises in the context of physical-cyber-social systems. To handle volume, we advocate semantic perception that can convert low-level observational data to higher-level abstractions more ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • AAAI Congratulates New Senior Members!
    • Abstract: AAAI announced its new class of AAAI Senior Members at the recent AAAI-15 Conference in Austin. Senior Member status is designed to recognize AAAI members who have achieved significant accomplishments within the field of artificial intelligence. To be eligible for nomination for Senior Member, ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Minutes, AAAI Executive Council Meeting
    • Abstract: The AAAI Executive Council meeting was held July 28, 2014, in Quebec City, Canada. Attending: Manuela Veloso, Tom Dietterich, Henry Kautz, Rao Kambhampati, Ted Senator, Sonia Chernova, Vincent Conitzer (via Skype), Boi Faltings, Kate Larson, Julia Hirschberg, Eduard Hovy, Henry Lieberman, Sven ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Semantics for Big Data
    • Abstract: This editorial introduction summarizes the seven guest-edited contributions to AI Magazine that explore opportunities and challenges arising from transferring and adapting semantic web technologies to the big data quest. One of the key challenges in making use of big data lies in finding ways of ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Truth Is a Lie: Crowd Truth and the Seven Myths of Human Annotation
    • Abstract: Big data is having a disruptive impact across the sciences. Human annotation of semantic interpretation tasks is a critical part of big data semantics, but it is based on an antiquated ideal of a single correct truth that needs to be similarly disrupted. We expose seven myths about human ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Congratulations to the 2015 AAAI Award Winners!
    • Abstract: Tom Dietterich, AAAI President, Manuela Veloso, AAAI Past President and Awards Committee Chair, and Rao Kambhampati, AAAI President-Elect, presented the AAAI Awards in January at AAAI-15 in Austin. The 2015 AAAI Classic Paper Award The 2015 AAAI Classic Paper Award was given to the author(s) of the ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Early Steps toward Web-Scale Information Extraction with LODIE
    • Abstract: Information extraction (IE) is the technique for transforming unstructured textual data into a structured representation that can be understood by machines. The exponential growth of the web generates an exceptional quantity of data for which automatic knowledge capture is essential. This work ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Exploiting Semantics for Big Data Integration
    • Abstract: There is a great deal of interest in big data, focusing mostly on data set size. An equally important dimension of big data is variety, where the focus is to process highly heterogeneous data sets. We describe how we use semantics to address the problem of big data variety. We also describe Karma, ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Entity Type Recognition for Heterogeneous Semantic Graphs
    • Abstract: We describe an approach for identifying fine-grained entity types in heterogeneous data graphs that is effective for unstructured data or when the underlying ontologies or semantic schemas are unknown. Identifying fine-grained entity types, rather than a few high-level types, supports coreference ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Reports of the AAAI 2014 Conference Workshops
    • Abstract: The AAAI-14 Workshop program was held Sunday and Monday, July 27-28, 2014, at the Quebec City Convention Centre in Quebec, Canada. The AAAI-14 workshop program included 15 workshops covering a wide range of topics in artificial intelligence. The titles of the workshops were Artificial Intelligence ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
  • Reports of the Workshops Held at the Tenth AAAI Conference on Artificial
           Intelligence and Interactive Digital Entertainment (AIIDE)
    • Abstract: The AIIDE-14 Workshop program was held Friday and Saturday, October 3-4, 2014, at North Carolina State University in Raleigh, North Carolina. The workshop program included five workshops covering a wide range of topics. The titles of the workshops held Friday were Artificial Intelligence for ... (Publication: AI Magazine)
      PubDate: Sun, 22 Mar 2015 00:00:00 -040
       
 
 
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