PUMA publications for /author/SIMONhttps://puma.uni-kassel.de/author/SIMONPUMA RSS feed for /author/SIMON2024-03-19T13:48:34+01:00Pioneering topological methods for network-based drug–target prediction by exploiting a brain-network self-organization theoryhttps://puma.uni-kassel.de/bibtex/26ad5135848655b42291dabdcce235bc8/04068750040687502022-10-19T17:36:37+02:00link-prediction bio-inspired-computing local-community-paradigm not_ies drug–target-interaction network-topology unsupervised imported bipartite-complex-networks <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Claudio Durán" itemprop="url" href="/author/Claudio%20Dur%c3%a1n"><span itemprop="name">C. Durán</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Daminelli" itemprop="url" href="/author/Simone%20Daminelli"><span itemprop="name">S. Daminelli</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thomas Josephine M." itemprop="url" href="/author/Thomas%20Josephine%20M."><span itemprop="name">T. M.</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="V. Joachim Haupt" itemprop="url" href="/author/V.%20Joachim%20Haupt"><span itemprop="name">V. Haupt</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Michael Schroeder" itemprop="url" href="/author/Michael%20Schroeder"><span itemprop="name">M. Schroeder</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Carlo Vittorio Cannistraci" itemprop="url" href="/author/Carlo%20Vittorio%20Cannistraci"><span itemprop="name">C. Cannistraci</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Briefings in Bioinformatics</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">19 </span></span>(<span itemprop="issueNumber">6</span>):
<span itemprop="pagination">1183--1202</span></em> </span>(<em><span>2017<meta content="2017" itemprop="datePublished"/></span></em>)Wed Oct 19 17:36:37 CEST 2022Briefings in Bioinformatics61183--1202Pioneering topological methods for network-based drug–target prediction by exploiting a brain-network self-organization theory192017link-prediction bio-inspired-computing local-community-paradigm not_ies drug–target-interaction network-topology unsupervised imported bipartite-complex-networks The bipartite network representation of the drug–target interactions (DTIs) in a biosystem enhances understanding of the drugs’ multifaceted action modes, suggests therapeutic switching for approved drugs and unveils possible side effects. As experimental testing of DTIs is costly and time-consuming, computational predictors are of great aid. Here, for the first time, state-of-the-art DTI supervised predictors custom-made in network biology were compared—using standard and innovative validation frameworks—with unsupervised pure topological-based models designed for general-purpose link prediction in bipartite networks. Surprisingly, our results show that the bipartite topology alone, if adequately exploited by means of the recently proposed local-community-paradigm (LCP) theory—initially detected in brain-network topological self-organization and afterwards generalized to any complex network—is able to suggest highly reliable predictions, with comparable performance with the state-of-the-art-supervised methods that exploit additional (non-topological, for instance biochemical) DTI knowledge. Furthermore, a detailed analysis of the novel predictions revealed that each class of methods prioritizes distinct true interactions; hence, combining methodologies based on diverse principles represents a promising strategy to improve drug–target discovery. To conclude, this study promotes the power of bio-inspired computing, demonstrating that simple unsupervised rules inspired by principles of topological self-organization and adaptiveness arising during learning in living intelligent systems (like the brain) can efficiently equal perform complicated algorithms based on advanced, supervised and knowledge-based engineering.Common neighbours and the local-community-paradigm for topological link prediction in bipartite networkshttps://puma.uni-kassel.de/bibtex/2730d06703bf0c68c697aa36e43cd1b99/04068750040687502022-10-12T10:19:57+02:00not_ies imported <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Daminelli" itemprop="url" href="/author/Simone%20Daminelli"><span itemprop="name">S. Daminelli</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Josephine Maria Thomas" itemprop="url" href="/author/Josephine%20Maria%20Thomas"><span itemprop="name">J. Thomas</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Claudio Durán" itemprop="url" href="/author/Claudio%20Dur%c3%a1n"><span itemprop="name">C. Durán</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Carlo Vittorio Cannistraci" itemprop="url" href="/author/Carlo%20Vittorio%20Cannistraci"><span itemprop="name">C. Cannistraci</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>New Journal of Physics</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">17 </span></span>(<span itemprop="issueNumber">11</span>):
<span itemprop="pagination">113037</span></em> </span>(<em><span>2015<meta content="2015" itemprop="datePublished"/></span></em>)Wed Oct 12 10:19:57 CEST 2022New Journal of Physics11113037Common neighbours and the local-community-paradigm for topological link prediction in bipartite networks172015not_ies imported Bipartite networks are powerful descriptions of complex systems characterized by two different classes of nodes and connections allowed only across but not within the two classes. Unveiling physical principles, building theories and suggesting physical models to predict bipartite links such as product-consumer connections in recommendation systems or drug–target interactions in molecular networks can provide priceless information to improve e-commerce or to accelerate pharmaceutical research. The prediction of nonobserved connections starting from those already present in the topology of a network is known as the link-prediction problem. It represents an important subject both in many-body interaction theory in physics and in new algorithms for applied tools in computer science. The rationale is that the existing connectivity structure of a network can suggest where new connections can appear with higher likelihood in an evolving network, or where nonobserved connections are missing in a partially known network. Surprisingly, current complex network theory presents a theoretical bottle-neck: a general framework for local-based link prediction directly in the bipartite domain is missing. Here, we overcome this theoretical obstacle and present a formal definition of common neighbour index and local-community-paradigm (LCP) for bipartite networks. As a consequence, we are able to introduce the first node-neighbourhood-based and LCP-based models for topological link prediction that utilize the bipartite domain. We performed link prediction evaluations in several networks of different size and of disparate origin, including technological, social and biological systems. Our models significantly improve topological prediction in many bipartite networks because they exploit local physical driving-forces that participate in the formation and organization of many real-world bipartite networks. Furthermore, we present a local-based formalism that allows to intuitively implement neighbourhood-based link prediction entirely in the bipartite domain.Room for Improvementhttps://puma.uni-kassel.de/bibtex/21a1a2dcefc94d90f4fb948904e7a93b2/00987301009873012022-03-31T09:42:47+02:00imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Kroll" itemprop="url" href="/author/A.%20Kroll"><span itemprop="name">A. Kroll</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Simon" itemprop="url" href="/author/G.%20Simon"><span itemprop="name">G. Simon</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Cheever" itemprop="url" href="/author/T.%20Cheever"><span itemprop="name">T. Cheever</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Pilbacka" itemprop="url" href="/author/T.%20Pilbacka"><span itemprop="name">T. Pilbacka</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Stanier" itemprop="url" href="/author/D.%20Stanier"><span itemprop="name">D. Stanier</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>EngineerIT</em></span></span> </span>(<em><span>Oktober 2007<meta content="Oktober 2007" itemprop="datePublished"/></span></em>)Thu Mar 31 09:42:47 CEST 2022EngineerITOctober28-32Room for Improvement322007imported isac-www Room for Improvement - Identifying limiting factors in process industrieshttps://puma.uni-kassel.de/bibtex/29fc666dd23e81c2325c47204ef789a84/00987301009873012022-03-31T09:31:59+02:00imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Kroll" itemprop="url" href="/author/A.%20Kroll"><span itemprop="name">A. Kroll</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Simon" itemprop="url" href="/author/G.%20Simon"><span itemprop="name">G. Simon</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Cheever" itemprop="url" href="/author/T.%20Cheever"><span itemprop="name">T. Cheever</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Pilbacka" itemprop="url" href="/author/T.%20Pilbacka"><span itemprop="name">T. Pilbacka</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Stanier" itemprop="url" href="/author/D.%20Stanier"><span itemprop="name">D. Stanier</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>ABB Review 1/2007</em></span></span> </span>(<em><span>Oktober 2007<meta content="Oktober 2007" itemprop="datePublished"/></span></em>)Thu Mar 31 09:31:59 CEST 2022ABB ReviewABB Review 1/2007October56-61Room for Improvement - Identifying limiting factors in process industries12007imported isac-www About the Ambiguity of Augmentation for 3D Object Detection in Autonomous Drivinghttps://puma.uni-kassel.de/bibtex/2016fd8d9c650dd0b2bcd8279f0d2d466/04068750040687502021-08-20T12:38:00+02:00imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Matthias Reuse" itemprop="url" href="/author/Matthias%20Reuse"><span itemprop="name">M. Reuse</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Simon" itemprop="url" href="/author/Martin%20Simon"><span itemprop="name">M. Simon</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ICCV - Embedded and Real-World Computer Vision in Autonomous Driving (ICCV-ERCVAD)</span>, </em></span>(<em><span>2021<meta content="2021" itemprop="datePublished"/></span></em>)<em>(accepted).</em>Fri Aug 20 12:38:00 CEST 2021ICCV - Embedded and Real-World Computer Vision in Autonomous Driving (ICCV-ERCVAD)(accepted)About the Ambiguity of Augmentation for 3D Object Detection in Autonomous Driving2021imported isac-www New language leaderhttps://puma.uni-kassel.de/bibtex/278ef7e9044a3e85760538704cfb72e85/04282647042826472019-10-22T22:37:34+02:001 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="David Cotton" itemprop="url" href="/author/David%20Cotton"><span itemprop="name">D. Cotton</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="David Falvey" itemprop="url" href="/author/David%20Falvey"><span itemprop="name">D. Falvey</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Kent" itemprop="url" href="/author/Simon%20Kent"><span itemprop="name">S. Kent</span></a></span>. </span><em>New language leaderCoursebook Upper intermediate </em><em><span itemprop="publisher">Pearson Education Limited</span>, </em><em>Harlow, Essex, England, </em>(<em><span>2014<meta content="2014" itemprop="datePublished"/></span></em>)Tue Oct 22 22:37:34 CEST 2019Harlow, Essex, EnglandNew language leaderCoursebook Upper intermediateNew language leaderUpper intermediate. 20141 New Language Leader takes an intelligent approach to building the confidence and skills students need to succeed in academic study and use English in a globalised world. Summary hebisIdentitätspositionierungen der DAX-30-Unternehmen : die sprachliche Konstruktion von Selbstbildernhttps://puma.uni-kassel.de/bibtex/2404131e091952d08c23704ecbe950d41/03662314036623142018-05-18T16:27:57+02:00Wirtschaftlinguistik <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Burel" itemprop="url" href="/author/Simone%20Burel"><span itemprop="name">S. Burel</span></a></span>. </span>(<em><span>2015<meta content="2015" itemprop="datePublished"/></span></em>)Fri May 18 16:27:57 CEST 2018Berlin BostonSprache und Wissen Band 21Identitätspositionierungen der DAX-30-Unternehmen : die sprachliche Konstruktion von Selbstbildern[2015]Wirtschaftlinguistik <p>Die Arbeit ist innerhalb der Wirtschaftslinguistik zu verorten und vertritt die Kernthese, dass Unternehmen nicht nur mit Rohstoffen oder Dienstleistungen handeln, sondern durch ihren Sprachgebrauch systematisch Fakten/nicht-physische Sachverhalte wie IDENTITÄT als Teil ihrer Gegenstandswelt konstruieren.</p> <p>Die Suche nach Selbstverortung ist in der westlichen Industriegesellschaft ein brisantes Thema - so wird >Unternehmensidentität< oder engl. Corporate Identity vor allem im Rahmen von Wirtschafts- und Sozialwissenschaften sowie in semi-linguistischen Ratgebern behandelt,ihre performativ-sprachlichen und semiotischen Implikationen werden jedoch verkannt. Das Innovationspotential der Arbeit ist es daher, >Unternehmensidentität< durch die zur Verfügung stehenden sprachlichen Zeichensysteme in textuellen Selbstkonzeptualisierungen auszudeuten und die sprachlich-diskursive Konstruktion nachzuzeichnen. Methodisch geschieht dieses Desiderat anhand eines differenzierten diskursanalytischen Modells auf der Ausdrucks-, Inhalts- und Sprachhandlungsebene sowie der Ebene der Situationalität, das in ein anwendungsorientiertes Kompendium von 49 Sachverhalten mündet, aus denen Unternehmensidentität schließlich konstruiert wird.</p> Summary hebisRoom for Improvement - Identifying limiting factors in process industrieshttps://puma.uni-kassel.de/bibtex/29fc666dd23e81c2325c47204ef789a84/02751330027513302017-05-22T11:29:19+02:00imported <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Kroll" itemprop="url" href="/author/A.%20Kroll"><span itemprop="name">A. Kroll</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Simon" itemprop="url" href="/author/G.%20Simon"><span itemprop="name">G. Simon</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Cheever" itemprop="url" href="/author/T.%20Cheever"><span itemprop="name">T. Cheever</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Pilbacka" itemprop="url" href="/author/T.%20Pilbacka"><span itemprop="name">T. Pilbacka</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Stanier" itemprop="url" href="/author/D.%20Stanier"><span itemprop="name">D. Stanier</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>ABB Review 1/2007</em></span></span> </span>(<em><span>Oktober 2007<meta content="Oktober 2007" itemprop="datePublished"/></span></em>)Mon May 22 11:29:19 CEST 2017ABB ReviewABB Review 1/2007October56-61Room for Improvement - Identifying limiting factors in process industries12007imported Technische Anwendungen von Ameisenalgorithmenhttps://puma.uni-kassel.de/bibtex/20df86b0dfc74214c8439673fa7d8240b/02751330027513302017-05-22T11:29:19+02:00imported <meta content="thesis" itemprop="educationalUse"/><span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Holstein" itemprop="url" href="/author/Simon%20Holstein"><span itemprop="name">S. Holstein</span></a></span>. </span><em>FG Mess- und Regelungstechnik, </em><em><span itemprop="educationalUse">Seminararbeit</span>, </em>(<em><span>2015<meta content="2015" itemprop="datePublished"/></span></em>)Mon May 22 11:29:19 CEST 2017Technische Anwendungen von AmeisenalgorithmenSeminararbeit2015imported Room for Improvementhttps://puma.uni-kassel.de/bibtex/21a1a2dcefc94d90f4fb948904e7a93b2/02751330027513302017-05-22T11:29:19+02:00imported <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Kroll" itemprop="url" href="/author/A.%20Kroll"><span itemprop="name">A. Kroll</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Simon" itemprop="url" href="/author/G.%20Simon"><span itemprop="name">G. Simon</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Cheever" itemprop="url" href="/author/T.%20Cheever"><span itemprop="name">T. Cheever</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Pilbacka" itemprop="url" href="/author/T.%20Pilbacka"><span itemprop="name">T. Pilbacka</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Stanier" itemprop="url" href="/author/D.%20Stanier"><span itemprop="name">D. Stanier</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>EngineerIT</em></span></span> </span>(<em><span>Oktober 2007<meta content="Oktober 2007" itemprop="datePublished"/></span></em>)Mon May 22 11:29:19 CEST 2017EngineerITOctober28-32Room for Improvement322007imported Evolution and Dynamics of Student Interaction on Networks of Face-to-Face Proximityhttps://puma.uni-kassel.de/bibtex/235b065d3afc739bc42118a3b85ea57d0/stummestumme2015-01-22T14:45:20+01:00itegpub 2014 myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Atzmueller" itemprop="url" href="/author/Martin%20Atzmueller"><span itemprop="name">M. Atzmueller</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lisa Thiele" itemprop="url" href="/author/Lisa%20Thiele"><span itemprop="name">L. Thiele</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Kauffeld" itemprop="url" href="/author/Simone%20Kauffeld"><span itemprop="name">S. Kauffeld</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the 2014 International Smart University Workshop (SmartU 2014), London, UK</span>, </em></span><em>London, UK, </em>(<em><span>2014<meta content="2014" itemprop="datePublished"/></span></em>)Thu Jan 22 14:45:20 CET 2015London, UKProceedings of the 2014 International Smart University Workshop (SmartU 2014), London, UK{Evolution and Dynamics of Student Interaction on Networks of Face-to-Face Proximity}2014itegpub 2014 myown Subjective versus Objective Captured Social Networks: Comparing Standard Self-Report Questionnaire Data with Observational RFID Technology Datahttps://puma.uni-kassel.de/bibtex/2db2582a5ca1a0a91ac9378f8dfcb7d8d/stummestumme2015-01-22T14:42:51+01:00itegpub 2014 myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lisa Thiele" itemprop="url" href="/author/Lisa%20Thiele"><span itemprop="name">L. Thiele</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Atzmueller" itemprop="url" href="/author/Martin%20Atzmueller"><span itemprop="name">M. Atzmueller</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Kauffeld" itemprop="url" href="/author/Simone%20Kauffeld"><span itemprop="name">S. Kauffeld</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proc. Measuring Behavior</span>, </em></span><em>Wageningen, The Netherlands, </em>(<em><span>2014<meta content="2014" itemprop="datePublished"/></span></em>)Thu Jan 22 14:42:51 CET 2015Wageningen, The NetherlandsProc. Measuring Behavior{Subjective versus Objective Captured Social Networks: Comparing Standard Self-Report Questionnaire Data with Observational RFID Technology Data}2014itegpub 2014 myown Task-Based Evaluation of Summary Quality: Describing Relationships between Scientific Papershttps://puma.uni-kassel.de/bibtex/2b95470c8eae5d8f0372d20215c35f236/hothohotho2014-11-26T09:44:26+01:00dh sota text structure tp1 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Teufel" itemprop="url" href="/author/Simone%20Teufel"><span itemprop="name">S. Teufel</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">In Workshop Automatic Summarization, NAACL</span>, </em></span><em>Seite <span itemprop="pagination">12--21</span>. </em>(<em><span>2001<meta content="2001" itemprop="datePublished"/></span></em>)Wed Nov 26 09:44:26 CET 2014In Workshop Automatic Summarization, NAACL12--21Task-Based Evaluation of Summary Quality: Describing Relationships between Scientific Papers2001dh sota text structure tp1 We present a novel method for task-based evalua- tion of summaries of scientific articles. The task we propose is a question-answering task, where the questions are about the relatedness of the current paper to prior research. This evaluation method is time-efficient with respect to material preparation and data collection, so that it is possible to test against many different baselines, something that is not usually feasible in evaluations by relevance decision. We use this methodology to evaluate the quality of summaries our system produces. These summaries are designed to describe the contribution of a scientific article in relation to other work. The re- sults show that this type of summary is indeed more useful than the baselines (random sentences, keyword lists and generic author-written summaries), and nearly as useful as the full texts.Task-Based Evaluation of Summary Quality: Describing Relationships between Scientific PapersSummarizing Scientific Articles - Experiments with Relevance and Rhetorical Statushttps://puma.uni-kassel.de/bibtex/27b5e363f72b4351d3afba8f2b369bed6/hothohotho2014-11-21T15:53:01+01:00sota articles summarizing relevance scientific <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Teufel" itemprop="url" href="/author/Simone%20Teufel"><span itemprop="name">S. Teufel</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Marc Moens" itemprop="url" href="/author/Marc%20Moens"><span itemprop="name">M. Moens</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Computational Linguistics</em></span></span> </span>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)Fri Nov 21 15:53:01 CET 2014Computational Linguistics2002Summarizing Scientific Articles - Experiments with Relevance and Rhetorical Status282002sota articles summarizing relevance scientific this paper we argue that scientific articles require a different summarization strategy than, for instance, news articles. We propose a strategy which concentrates on the rhetorical status of statements in the article: Material for summaries is selected in such a way that summaries can highlight the new contribution of the source paper and situate it with respect to earlier work. We provide a gold standard for summaries of this kind consisting of a substantial corpus of conference articles in computational linguistics with human judgements of rhetorical status and relevance. We present several experiments measuring our judges' agreement on these annotations. We also present an algorithm which, on the basis of the annotated training material, selects content and classifies it into a fixed set of seven rhetorical categories. The output of this extraction and classification system can be viewed as a single-document summary in its own right; alternatively, it can be used to generate task-oriented and user-tailored summaries designed to give users an overview of a scientific field.Summarizing Scientific Articles - Experiments with Relevance and Rhetorical StatusTopical PageRank: A Model of Scientific Expertise for Bibliographic Searchhttps://puma.uni-kassel.de/bibtex/2f4620195b04beda98c3f7336c4b96dd5/stephandoerfelstephandoerfel2014-09-26T14:16:29+02:00searching jardine pagerank bibliographic-search topical model james eacl2014 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="James Jardine" itemprop="url" href="/author/James%20Jardine"><span itemprop="name">J. Jardine</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simone Teufel" itemprop="url" href="/author/Simone%20Teufel"><span itemprop="name">S. Teufel</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics</span>, </em></span><em>Seite <span itemprop="pagination">501--510</span>. </em><em>Gothenburg, Sweden, </em><em><span itemprop="publisher">Association for Computational Linguistics</span>, </em>(<em><span>April 2014<meta content="April 2014" itemprop="datePublished"/></span></em>)Fri Sep 26 14:16:29 CEST 2014Gothenburg, SwedenProceedings of the 14th Conference of the European Chapter of the Association for Computational LinguisticsApril501--510Topical PageRank: A Model of Scientific Expertise for Bibliographic Search2014searching jardine pagerank bibliographic-search topical model james eacl2014 Human mobility characterization from cellular network datahttps://puma.uni-kassel.de/bibtex/298da3ee109ea87bdb735cbda1fd202a7/jaeschkejaeschke2013-01-31T08:20:56+01:00geo localization human mobile mobility mapping map phone <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Richard Becker" itemprop="url" href="/author/Richard%20Becker"><span itemprop="name">R. Becker</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ramón Cáceres" itemprop="url" href="/author/Ram%5c'%7bo%7dn%20C%5c'%7ba%7dceres"><span itemprop="name">R. Cáceres</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Karrie Hanson" itemprop="url" href="/author/Karrie%20Hanson"><span itemprop="name">K. Hanson</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sibren Isaacman" itemprop="url" href="/author/Sibren%20Isaacman"><span itemprop="name">S. Isaacman</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ji Meng Loh" itemprop="url" href="/author/Ji%20Meng%20Loh"><span itemprop="name">J. Loh</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Margaret Martonosi" itemprop="url" href="/author/Margaret%20Martonosi"><span itemprop="name">M. Martonosi</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="James Rowland" itemprop="url" href="/author/James%20Rowland"><span itemprop="name">J. Rowland</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Urbanek" itemprop="url" href="/author/Simon%20Urbanek"><span itemprop="name">S. Urbanek</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alexander Varshavsky" itemprop="url" href="/author/Alexander%20Varshavsky"><span itemprop="name">A. Varshavsky</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Chris Volinsky" itemprop="url" href="/author/Chris%20Volinsky"><span itemprop="name">C. Volinsky</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Communications of the ACM</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">56 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">74--82</span></em> </span>(<em><span>Januar 2013<meta content="Januar 2013" itemprop="datePublished"/></span></em>)Thu Jan 31 08:20:56 CET 2013New York, NY, USACommunications of the ACMjan174--82Human mobility characterization from cellular network data562013geo localization human mobile mobility mapping map phone Anonymous location data from cellular phone networks sheds light on how people move around on a large scale.Building an Environmental Information System for Personalized Content Deliveryhttps://puma.uni-kassel.de/bibtex/2ad68ea956a3bf495d64194ffce367a20/jaeschkejaeschke2013-01-14T08:53:07+01:00environment stair personalization recommender <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Leo Wanner" itemprop="url" href="/author/Leo%20Wanner"><span itemprop="name">L. Wanner</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Stefanos Vrochidis" itemprop="url" href="/author/Stefanos%20Vrochidis"><span itemprop="name">S. Vrochidis</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sara Tonelli" itemprop="url" href="/author/Sara%20Tonelli"><span itemprop="name">S. Tonelli</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jürgen Moßgraber" itemprop="url" href="/author/J%c3%bcrgen%20Mo%c3%9fgraber"><span itemprop="name">J. Moßgraber</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Harald Bosch" itemprop="url" href="/author/Harald%20Bosch"><span itemprop="name">H. Bosch</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ari Karppinen" itemprop="url" href="/author/Ari%20Karppinen"><span itemprop="name">A. Karppinen</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Maria Myllynen" itemprop="url" href="/author/Maria%20Myllynen"><span itemprop="name">M. Myllynen</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Marco Rospocher" itemprop="url" href="/author/Marco%20Rospocher"><span itemprop="name">M. Rospocher</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Nadjet Bouayad-Agha" itemprop="url" href="/author/Nadjet%20Bouayad-Agha"><span itemprop="name">N. Bouayad-Agha</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ulrich Bügel" itemprop="url" href="/author/Ulrich%20B%c3%bcgel"><span itemprop="name">U. Bügel</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerard Casamayor" itemprop="url" href="/author/Gerard%20Casamayor"><span itemprop="name">G. Casamayor</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thomas Ertl" itemprop="url" href="/author/Thomas%20Ertl"><span itemprop="name">T. Ertl</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ioannis Kompatsiaris" itemprop="url" href="/author/Ioannis%20Kompatsiaris"><span itemprop="name">I. Kompatsiaris</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Tarja Koskentalo" itemprop="url" href="/author/Tarja%20Koskentalo"><span itemprop="name">T. Koskentalo</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Mille" itemprop="url" href="/author/Simon%20Mille"><span itemprop="name">S. Mille</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Anastasia Moumtzidou" itemprop="url" href="/author/Anastasia%20Moumtzidou"><span itemprop="name">A. Moumtzidou</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Emanuele Pianta" itemprop="url" href="/author/Emanuele%20Pianta"><span itemprop="name">E. Pianta</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Horacio Saggion" itemprop="url" href="/author/Horacio%20Saggion"><span itemprop="name">H. Saggion</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Luciano Serafini" itemprop="url" href="/author/Luciano%20Serafini"><span itemprop="name">L. Serafini</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Virpi Tarvainen" itemprop="url" href="/author/Virpi%20Tarvainen"><span itemprop="name">V. Tarvainen</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Environmental Software Systems. Frameworks of eEnvironment</span>, </em><em>Volume 359 von IFIP Advances in Information and Communication Technology, </em><em><span itemprop="publisher">Springer</span>, </em><em>Berlin/Heidelberg, </em></span>(<em><span>2011<meta content="2011" itemprop="datePublished"/></span></em>)Mon Jan 14 08:53:07 CET 2013Berlin/HeidelbergEnvironmental Software Systems. Frameworks of eEnvironment169--176IFIP Advances in Information and Communication TechnologyBuilding an Environmental Information System for Personalized Content Delivery3592011environment stair personalization recommender Citizens are increasingly aware of the influence of environmental and meteorological conditions on the quality of their life. This results in an increasing demand for personalized environmental information, i.e., information that is tailored to citizens’ specific context and background. In this work we describe the development of an environmental information system that addresses this demand in its full complexity. Specifically, we aim at developing a system that supports submission of user generated queries related to environmental conditions. From the technical point of view, the system is tuned to discover reliable data in the web and to process these data in order to convert them into knowledge, which is stored in a dedicated repository. At run time, this information is transferred into an ontology-structured knowledge base, from which then information relevant to the specific user is deduced and communicated in the language of their preference.Cohere: A prototype for contested collective intelligencehttps://puma.uni-kassel.de/bibtex/28573225cb6eeb7e1b32f4a951af8a5b5/jaeschkejaeschke2012-12-06T16:37:00+01:00stair intelligence collective awareness platform <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Anna De Liddo" itemprop="url" href="/author/Anna%20De%20Liddo"><span itemprop="name">A. Liddo</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Buckingham Shum" itemprop="url" href="/author/Simon%20Buckingham%20Shum"><span itemprop="name">S. Shum</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ACM Computer Supported Cooperative Work (CSCW 2010) - Workshop: Collective Intelligence In Organizations - Toward a Research Agenda</span>, </em></span>(<em><span>Februar 2010<meta content="Februar 2010" itemprop="datePublished"/></span></em>)Thu Dec 06 16:37:00 CET 2012ACM Computer Supported Cooperative Work (CSCW 2010) - Workshop: Collective Intelligence In Organizations - Toward a Research AgendafebCohere: A prototype for contested collective intelligence2010stair intelligence collective awareness platform This paper presents the rationale for treating Contested Collective Intelligence (CCI) as a significant and distinctive dimension of the broader Collective Intelligence design space for organizations. CCI is contrasted with other forms of CI, and building on research in sensemaking, and the modeling of dialogue and debate, we motivate a set of requirements for an ideal CCI platform. We then describe a social, semantic annotation tool called Cohere, which serves as our working prototype of the CCI concept, now being deployed in several communities.Rapid Miner in Academic Usehttps://puma.uni-kassel.de/bibtex/27ab488ee6f50161eecfeb5379870443b/stephandoerfelstephandoerfel2012-10-08T11:11:31+02:00rapidminer <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sebastian Land" itemprop="url" href="/author/Sebastian%20Land"><span itemprop="name">S. Land</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Fischer" itemprop="url" href="/author/Simon%20Fischer"><span itemprop="name">S. Fischer</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"></span>(<em><span>2012<meta content="2012" itemprop="datePublished"/></span></em>)Mon Oct 08 11:11:31 CEST 2012Rapid Miner in Academic Use2012rapidminer Web Spam: a Survey with Vision for the Archivisthttps://puma.uni-kassel.de/bibtex/2911a912a75e50451923522223f7717e8/jaeschkejaeschke2012-09-06T14:29:19+02:00survey archive spam web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="András A. Benczúr" itemprop="url" href="/author/Andr%c3%a1s%20A.%20Bencz%c3%bar"><span itemprop="name">A. Benczúr</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dávid Siklósi" itemprop="url" href="/author/D%c3%a1vid%20Sikl%c3%b3si"><span itemprop="name">D. Siklósi</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jácint Szabó" itemprop="url" href="/author/J%c3%a1cint%20Szab%c3%b3"><span itemprop="name">J. Szabó</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="István Bíró" itemprop="url" href="/author/Istv%c3%a1n%20B%c3%adr%c3%b3"><span itemprop="name">I. Bíró</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zsolt Fekete" itemprop="url" href="/author/Zsolt%20Fekete"><span itemprop="name">Z. Fekete</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title=" and Miklós Kurucz" itemprop="url" href="/author/null%20and%20Mikl%c3%b3s%20Kurucz"><span itemprop="name">and Miklós Kurucz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Attila Pereszlényi" itemprop="url" href="/author/Attila%20Pereszl%c3%a9nyi"><span itemprop="name">A. Pereszlényi</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Simon Rácz" itemprop="url" href="/author/Simon%20R%c3%a1cz"><span itemprop="name">S. Rácz</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Adrienn Szabó" itemprop="url" href="/author/Adrienn%20Szab%c3%b3"><span itemprop="name">A. Szabó</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the 8th International Web Archiving Workshop IWAW'08</span>, </em></span><em>Aaarhus, Denmark, </em>(<em><span>September 2008<meta content="September 2008" itemprop="datePublished"/></span></em>)Thu Sep 06 14:29:19 CEST 2012Aaarhus, DenmarkProceedings of the 8th International Web Archiving Workshop IWAW'08sepWeb Spam: a Survey with Vision for the Archivist2008survey archive spam web While Web archive quality is endangered by Web spam, a side effect of the high commercial value of top-ranked search-engine results, so farWeb spam filtering technologies are rarely used byWeb archivists. In this paper we make the first attempt to disseminate existing methodology and envision a solution for Web archives to share knowledge and unite efforts in Web spam hunting. We survey the state of the art inWeb spam filtering illustrated by the recent Web spam challenge data sets and techniques and describe the filtering solution for archives envisioned in the LiWA—Living Web Archives project.