[{"citation":{"ama":"Cheng W, Hüllermeier E. Probability estimation for mulit-class classification based on label ranking. In: <i>Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK</i>. ; 2012.","bibtex":"@inproceedings{Cheng_Hüllermeier_2012, title={Probability estimation for mulit-class classification based on label ranking}, booktitle={Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK}, author={Cheng, W. and Hüllermeier, Eyke}, year={2012} }","mla":"Cheng, W., and Eyke Hüllermeier. “Probability Estimation for Mulit-Class Classification Based on Label Ranking.” <i>Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK</i>, 2012.","short":"W. Cheng, E. Hüllermeier, in: Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK, 2012.","chicago":"Cheng, W., and Eyke Hüllermeier. “Probability Estimation for Mulit-Class Classification Based on Label Ranking.” In <i>Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK</i>, 2012.","apa":"Cheng, W., &#38; Hüllermeier, E. (2012). Probability estimation for mulit-class classification based on label ranking. In <i>Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK</i>.","ieee":"W. Cheng and E. Hüllermeier, “Probability estimation for mulit-class classification based on label ranking,” in <i>Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK</i>, 2012."},"publication":"Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK","date_created":"2019-09-12T14:33:46Z","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"type":"conference","author":[{"full_name":"Cheng, W.","last_name":"Cheng","first_name":"W."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier","id":"48129"}],"status":"public","year":"2012","title":"Probability estimation for mulit-class classification based on label ranking","date_updated":"2022-01-06T06:51:30Z","_id":"13191","language":[{"iso":"eng"}],"user_id":"49109"},{"date_created":"2019-09-12T14:37:17Z","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"type":"conference","citation":{"ieee":"K. Dembczynski, W. Kotlowski, and E. Hüllermeier, “Consistent multilabel ranking through univariate loss minimization,” in <i>in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland</i>, 2012.","apa":"Dembczynski, K., Kotlowski, W., &#38; Hüllermeier, E. (2012). Consistent multilabel ranking through univariate loss minimization. In J. Langford &#38; J. Pineau (Eds.), <i>in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland</i>.","chicago":"Dembczynski, K., W. Kotlowski, and Eyke Hüllermeier. “Consistent Multilabel Ranking through Univariate Loss Minimization.” In <i>In Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland</i>, edited by J. Langford and J. Pineau, 2012.","short":"K. Dembczynski, W. Kotlowski, E. Hüllermeier, in: J. Langford, J. Pineau (Eds.), In Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland, 2012.","mla":"Dembczynski, K., et al. “Consistent Multilabel Ranking through Univariate Loss Minimization.” <i>In Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland</i>, edited by J. Langford and J. Pineau, 2012.","bibtex":"@inproceedings{Dembczynski_Kotlowski_Hüllermeier_2012, title={Consistent multilabel ranking through univariate loss minimization}, booktitle={in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland}, author={Dembczynski, K. and Kotlowski, W. and Hüllermeier, Eyke}, editor={Langford, J. and Pineau, J.Editors}, year={2012} }","ama":"Dembczynski K, Kotlowski W, Hüllermeier E. Consistent multilabel ranking through univariate loss minimization. In: Langford J, Pineau J, eds. <i>In Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland</i>. ; 2012."},"publication":"in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland","language":[{"iso":"eng"}],"_id":"13192","editor":[{"last_name":"Langford","first_name":"J.","full_name":"Langford, J."},{"last_name":"Pineau","first_name":"J.","full_name":"Pineau, J."}],"user_id":"49109","author":[{"first_name":"K.","last_name":"Dembczynski","full_name":"Dembczynski, K."},{"full_name":"Kotlowski, W.","last_name":"Kotlowski","first_name":"W."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier","id":"48129"}],"year":"2012","title":"Consistent multilabel ranking through univariate loss minimization","status":"public","date_updated":"2022-01-06T06:51:30Z"},{"status":"public","title":"An analysis of chaining in multi-label classification","year":"2012","author":[{"last_name":"Dembczynski","first_name":"K.","full_name":"Dembczynski, K."},{"first_name":"W.","last_name":"Waegeman","full_name":"Waegeman, W."},{"first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129"}],"date_updated":"2022-01-06T06:51:30Z","page":"294-299","publisher":"IOS Press","_id":"13193","language":[{"iso":"eng"}],"user_id":"49109","publication":"In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France ","citation":{"mla":"Dembczynski, K., et al. “An Analysis of Chaining in Multi-Label Classification.” <i>In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France </i>, IOS Press, 2012, pp. 294–99.","bibtex":"@inproceedings{Dembczynski_Waegeman_Hüllermeier_2012, title={An analysis of chaining in multi-label classification}, booktitle={In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France }, publisher={IOS Press}, author={Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}, year={2012}, pages={294–299} }","ama":"Dembczynski K, Waegeman W, Hüllermeier E. An analysis of chaining in multi-label classification. In: <i>In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France </i>. IOS Press; 2012:294-299.","ieee":"K. Dembczynski, W. Waegeman, and E. Hüllermeier, “An analysis of chaining in multi-label classification,” in <i>In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France </i>, 2012, pp. 294–299.","apa":"Dembczynski, K., Waegeman, W., &#38; Hüllermeier, E. (2012). An analysis of chaining in multi-label classification. In <i>In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France </i> (pp. 294–299). IOS Press.","chicago":"Dembczynski, K., W. Waegeman, and Eyke Hüllermeier. “An Analysis of Chaining in Multi-Label Classification.” In <i>In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France </i>, 294–99. IOS Press, 2012.","short":"K. Dembczynski, W. Waegeman, E. Hüllermeier, in: In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France , IOS Press, 2012, pp. 294–299."},"date_created":"2019-09-12T14:41:48Z","type":"conference","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}]},{"type":"journal_article","department":[{"_id":"198"}],"date_created":"2019-09-17T14:24:30Z","publication":"European Journal of Information Systems","citation":{"chicago":"Trier, Matthias, and Judith Molka-Danielsen. “Sympathy or Strategy: Social Capital Drivers for Collaborative Contributions to the IS Community.” <i>European Journal of Information Systems</i>, 2012, 317–35. <a href=\"https://doi.org/10.1057/ejis.2012.27\">https://doi.org/10.1057/ejis.2012.27</a>.","short":"M. Trier, J. Molka-Danielsen, European Journal of Information Systems (2012) 317–335.","ieee":"M. Trier and J. Molka-Danielsen, “Sympathy or strategy: social capital drivers for collaborative contributions to the IS community,” <i>European Journal of Information Systems</i>, pp. 317–335, 2012.","apa":"Trier, M., &#38; Molka-Danielsen, J. (2012). Sympathy or strategy: social capital drivers for collaborative contributions to the IS community. <i>European Journal of Information Systems</i>, 317–335. <a href=\"https://doi.org/10.1057/ejis.2012.27\">https://doi.org/10.1057/ejis.2012.27</a>","bibtex":"@article{Trier_Molka-Danielsen_2012, title={Sympathy or strategy: social capital drivers for collaborative contributions to the IS community}, DOI={<a href=\"https://doi.org/10.1057/ejis.2012.27\">10.1057/ejis.2012.27</a>}, journal={European Journal of Information Systems}, author={Trier, Matthias and Molka-Danielsen, Judith}, year={2012}, pages={317–335} }","ama":"Trier M, Molka-Danielsen J. Sympathy or strategy: social capital drivers for collaborative contributions to the IS community. <i>European Journal of Information Systems</i>. 2012:317-335. doi:<a href=\"https://doi.org/10.1057/ejis.2012.27\">10.1057/ejis.2012.27</a>","mla":"Trier, Matthias, and Judith Molka-Danielsen. “Sympathy or Strategy: Social Capital Drivers for Collaborative Contributions to the IS Community.” <i>European Journal of Information Systems</i>, 2012, pp. 317–35, doi:<a href=\"https://doi.org/10.1057/ejis.2012.27\">10.1057/ejis.2012.27</a>."},"doi":"10.1057/ejis.2012.27","user_id":"62809","page":"317-335","language":[{"iso":"eng"}],"_id":"13255","date_updated":"2022-01-06T06:51:31Z","publication_status":"published","status":"public","year":"2012","title":"Sympathy or strategy: social capital drivers for collaborative contributions to the IS community","author":[{"id":"72744","full_name":"Trier, Matthias","last_name":"Trier","first_name":"Matthias"},{"full_name":"Molka-Danielsen, Judith","last_name":"Molka-Danielsen","first_name":"Judith"}],"publication_identifier":{"issn":["0960-085X","1476-9344"]}},{"keyword":["Blogs","Weblogs","Digital Preservation","Significant Properties"],"type":"conference","department":[{"_id":"198"}],"date_created":"2019-09-19T12:17:57Z","place":"Canada","abstract":[{"text":"challenge for the digital preservation community. While the methodological frameworks for selecting these properties provide a good foundation, a continued discussion is necessary for further clarifying and improving the available methods. This paper advances earlier work by building on the existing InSPECT framework and improving its capabilities of working with complex/compound objects like blogs. The modifications enable a more thorough analysis of object structures, accentuate the differences and similarities between the framework’s two streams of analysis (i.e. Object and Stakeholder analysis) and, subsequently, improve the final reformulation of the properties. To demonstrate the applicability of the modified framework, thepaper presents a use case of a blog preservation initiative that is informed by stakeholder interviews and evaluation of structural and technological foundations of blogs. It concludes by discussing the limitations of the approach and suggesting directions for future research.","lang":"eng"}],"publication":"iPress 2012","citation":{"ieee":"K. Stepanyan <i>et al.</i>, “Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties,” in <i>iPress 2012</i>, 2012, pp. 218–224.","apa":"Stepanyan, K., Gkotsis, G., Kalb, H., Kim, Y., Cristea, A. I., Joy, M., … Ross, S. (2012). Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties. In R. Moore, K. Ashley, &#38; S. Ross (Eds.), <i>iPress 2012</i> (pp. 218–224). Canada: University of Toronto Press.","short":"K. Stepanyan, G. Gkotsis, H. Kalb, Y. Kim, A.I. Cristea, M. Joy, M. Trier, S. Ross, in: R. Moore, K. Ashley, S. Ross (Eds.), IPress 2012, University of Toronto Press, Canada, 2012, pp. 218–224.","chicago":"Stepanyan, Karen, George Gkotsis, Hendrik Kalb, Yunhyong Kim, Alexandra I.  Cristea, Mike Joy, Matthias Trier, and Seamus Ross. “Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties.” In <i>IPress 2012</i>, edited by Reagan Moore, Kevin Ashley, and Seamus Ross, 218–24. Canada: University of Toronto Press, 2012.","mla":"Stepanyan, Karen, et al. “Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties.” <i>IPress 2012</i>, edited by Reagan Moore et al., University of Toronto Press, 2012, pp. 218–24.","bibtex":"@inproceedings{Stepanyan_Gkotsis_Kalb_Kim_Cristea_Joy_Trier_Ross_2012, place={Canada}, title={Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties}, booktitle={iPress 2012}, publisher={University of Toronto Press}, author={Stepanyan, Karen and Gkotsis, George and Kalb, Hendrik and Kim, Yunhyong and Cristea, Alexandra I.  and Joy, Mike and Trier, Matthias and Ross, Seamus}, editor={Moore, Reagan and Ashley, Kevin and Ross, SeamusEditors}, year={2012}, pages={218–224} }","ama":"Stepanyan K, Gkotsis G, Kalb H, et al. Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties. In: Moore R, Ashley K, Ross S, eds. <i>IPress 2012</i>. Canada: University of Toronto Press; 2012:218-224."},"user_id":"62809","editor":[{"last_name":"Moore","first_name":"Reagan","full_name":"Moore, Reagan"},{"full_name":"Ashley, Kevin","last_name":"Ashley","first_name":"Kevin"},{"first_name":"Seamus","last_name":"Ross","full_name":"Ross, Seamus"}],"page":"218-224","_id":"13325","publisher":"University of Toronto Press","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:33Z","title":"Blogs as Objects of Preservation: Advancing the Discussion on Significant Properties","year":"2012","status":"public","author":[{"last_name":"Stepanyan","first_name":"Karen","full_name":"Stepanyan, Karen"},{"last_name":"Gkotsis","first_name":"George","full_name":"Gkotsis, George"},{"last_name":"Kalb","first_name":"Hendrik","full_name":"Kalb, Hendrik"},{"last_name":"Kim","first_name":"Yunhyong","full_name":"Kim, Yunhyong"},{"full_name":"Cristea, Alexandra I. ","last_name":"Cristea","first_name":"Alexandra I. "},{"full_name":"Joy, Mike","first_name":"Mike","last_name":"Joy"},{"id":"72744","full_name":"Trier, Matthias","last_name":"Trier","first_name":"Matthias"},{"last_name":"Ross","first_name":"Seamus","full_name":"Ross, Seamus"}]},{"user_id":"62809","volume":24,"editor":[{"last_name":"Joshi","first_name":"K.D.","full_name":"Joshi, K.D."},{"last_name":"Yoo","first_name":"Youngjin","full_name":"Yoo, Youngjin"}],"_id":"13326","publisher":"Association for Information Systems. AIS Electronic Library (AISeL)","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:33Z","intvolume":"        24","title":"Sentiment Polarization and Balance among Users in Online Social Networks","year":"2012","status":"public","author":[{"first_name":"Robert","last_name":"Hillmann","full_name":"Hillmann, Robert"},{"id":"72744","last_name":"Trier","first_name":"Matthias","full_name":"Trier, Matthias"}],"type":"conference","keyword":["Social Network Analysis","Ego-Network Analysis","Node Polarization","Sentiment Dissemination"],"department":[{"_id":"198"}],"date_created":"2019-09-19T12:22:08Z","abstract":[{"text":"Communication within online social network applications enables users to express and share sentiments electronically. Existing studies examined the existence or distribution of sentiments in online communication at a general level or in small-observed groups. Our paper extends this research by analyzing sentiment exchange within social networks from an ego-network perspective. We draw from research on social influence and social attachment to develop theories of node polarization, balance effects and sentiment mirroring within communication dyads. Our empirical analysis covers a multitude of social networks in which the sentiment valence of all messages was determined. Subsequently we studied ego-networks of focal actors (ego) and their immediate contacts. Results support our theories and indicate that actors develop polarized sentiments towards individual peers but keep sentiment in balance on the ego-network level. Further, pairs of nodes tend to establish similar attitudes towards each other leading to stable and polarized positive or negative relationships","lang":"eng"}],"publication":"AMCIS 2012 Proceedings","citation":{"mla":"Hillmann, Robert, and Matthias Trier. “Sentiment Polarization and Balance among Users in Online Social Networks.” <i>AMCIS 2012 Proceedings</i>, edited by K.D. Joshi and Youngjin Yoo, vol. 24, Association for Information Systems. AIS Electronic Library (AISeL), 2012.","bibtex":"@inproceedings{Hillmann_Trier_2012, title={Sentiment Polarization and Balance among Users in Online Social Networks}, volume={24}, booktitle={AMCIS 2012 Proceedings}, publisher={Association for Information Systems. AIS Electronic Library (AISeL)}, author={Hillmann, Robert and Trier, Matthias}, editor={Joshi, K.D. and Yoo, YoungjinEditors}, year={2012} }","ama":"Hillmann R, Trier M. Sentiment Polarization and Balance among Users in Online Social Networks. In: Joshi KD, Yoo Y, eds. <i>AMCIS 2012 Proceedings</i>. Vol 24. Association for Information Systems. AIS Electronic Library (AISeL); 2012.","ieee":"R. Hillmann and M. Trier, “Sentiment Polarization and Balance among Users in Online Social Networks,” in <i>AMCIS 2012 Proceedings</i>, 2012, vol. 24.","apa":"Hillmann, R., &#38; Trier, M. (2012). Sentiment Polarization and Balance among Users in Online Social Networks. In K. D. Joshi &#38; Y. Yoo (Eds.), <i>AMCIS 2012 Proceedings</i> (Vol. 24). Association for Information Systems. AIS Electronic Library (AISeL).","short":"R. Hillmann, M. Trier, in: K.D. Joshi, Y. Yoo (Eds.), AMCIS 2012 Proceedings, Association for Information Systems. AIS Electronic Library (AISeL), 2012.","chicago":"Hillmann, Robert, and Matthias Trier. “Sentiment Polarization and Balance among Users in Online Social Networks.” In <i>AMCIS 2012 Proceedings</i>, edited by K.D. Joshi and Youngjin Yoo, Vol. 24. Association for Information Systems. AIS Electronic Library (AISeL), 2012."}},{"_id":"13327","language":[{"iso":"eng"}],"publisher":"Association for Information Systems. AIS Electronic Library (AISeL)","user_id":"62809","editor":[{"last_name":"Pries-Heje","first_name":"Jan","full_name":"Pries-Heje, Jan"},{"full_name":"Chiasson, Mike","last_name":"Chiasson","first_name":"Mike"},{"last_name":"Wareham","first_name":"Jonathan","full_name":"Wareham, Jonathan"},{"last_name":"Busquets","first_name":"Xavier","full_name":"Busquets, Xavier"},{"full_name":"Valor, Josep","first_name":"Josep","last_name":"Valor"},{"first_name":"Sandra","last_name":"Seiber","full_name":"Seiber, Sandra"}],"title":"The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers","status":"public","year":"2012","author":[{"first_name":"Hendrik","last_name":"Kalb","full_name":"Kalb, Hendrik"},{"full_name":"Trier, Matthias","last_name":"Trier","first_name":"Matthias","id":"72744"}],"date_updated":"2022-01-06T06:51:33Z","date_created":"2019-09-19T12:23:37Z","keyword":["Blog","Blogosphere","Collective benefit","PLS","Knowledge sharing"],"type":"conference","department":[{"_id":"198"}],"publication":"ECIS 2012 Proceedings","citation":{"ama":"Kalb H, Trier M. The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers. In: Pries-Heje J, Chiasson M, Wareham J, Busquets X, Valor J, Seiber S, eds. <i>ECIS 2012 Proceedings</i>. Association for Information Systems. AIS Electronic Library (AISeL); 2012.","bibtex":"@inproceedings{Kalb_Trier_2012, title={The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers}, booktitle={ECIS 2012 Proceedings}, publisher={Association for Information Systems. AIS Electronic Library (AISeL)}, author={Kalb, Hendrik and Trier, Matthias}, editor={Pries-Heje, Jan and Chiasson, Mike and Wareham, Jonathan and Busquets, Xavier and Valor, Josep and Seiber, SandraEditors}, year={2012} }","mla":"Kalb, Hendrik, and Matthias Trier. “The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers.” <i>ECIS 2012 Proceedings</i>, edited by Jan Pries-Heje et al., Association for Information Systems. AIS Electronic Library (AISeL), 2012.","chicago":"Kalb, Hendrik, and Matthias Trier. “The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers.” In <i>ECIS 2012 Proceedings</i>, edited by Jan Pries-Heje, Mike Chiasson, Jonathan Wareham, Xavier Busquets, Josep Valor, and Sandra Seiber. Association for Information Systems. AIS Electronic Library (AISeL), 2012.","short":"H. Kalb, M. Trier, in: J. Pries-Heje, M. Chiasson, J. Wareham, X. Busquets, J. Valor, S. Seiber (Eds.), ECIS 2012 Proceedings, Association for Information Systems. AIS Electronic Library (AISeL), 2012.","apa":"Kalb, H., &#38; Trier, M. (2012). The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers. In J. Pries-Heje, M. Chiasson, J. Wareham, X. Busquets, J. Valor, &#38; S. Seiber (Eds.), <i>ECIS 2012 Proceedings</i>. Association for Information Systems. AIS Electronic Library (AISeL).","ieee":"H. Kalb and M. Trier, “The Blogosphere as Oeuvre: Individual and Collective Influence on Bloggers,” in <i>ECIS 2012 Proceedings</i>, 2012."},"abstract":[{"text":"Blogging has often been described as writing an online diary but, nowadays, it is more diverse and a considerable amount of blogs forms a common interconnected resource – the blogosphere – with comprehensive societal impact. While various studies have inquired social-psychological influenceson the intention to contribute to an individual blog, the perceptions related to creating such a common valuable good have not yet been focussed. Therefore, we introduce a new construct – the oeuvre of blogging – to better account for the notion of the blogosphere as a collective outcome. Furthermore, we propose a research model to inquire the influence of individual and collective beliefs on the oeuvre in comparison to short-term blogging activity. We conducted an online survey with 509 international distributed bloggers to test our model. The results of our study provide support for the importance of an oeuvre construct to explain influences on bloggers and blogging","lang":"eng"}]},{"place":"United States","date_created":"2019-09-19T12:49:33Z","department":[{"_id":"198"}],"keyword":["Social Network Analysis","Dynamic Network Motif Analysis","Sentiment Dissemination","Networking Effects","Triads"],"type":"conference","citation":{"apa":"Hillmann, R., &#38; Trier, M. (2012). Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks. In <i>Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining</i> (pp. 510–515). United States: IEEE.","mla":"Hillmann, Robert, and Matthias Trier. “Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks.” <i>Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining</i>, IEEE, 2012, pp. 510–15.","ieee":"R. Hillmann and M. Trier, “Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks,” in <i>Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining</i>, 2012, pp. 510–515.","ama":"Hillmann R, Trier M. Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks. In: <i>Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining</i>. United States: IEEE; 2012:510-515.","short":"R. Hillmann, M. Trier, in: Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, IEEE, United States, 2012, pp. 510–515.","chicago":"Hillmann, Robert, and Matthias Trier. “Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks.” In <i>Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining</i>, 510–15. United States: IEEE, 2012.","bibtex":"@inproceedings{Hillmann_Trier_2012, place={United States}, title={Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks}, booktitle={Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining}, publisher={IEEE}, author={Hillmann, Robert and Trier, Matthias}, year={2012}, pages={510–515} }"},"publication":"Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining","abstract":[{"lang":"eng","text":"Communication in online social networks has been analyzed for some time regarding the expression of sentiments. So far, very little is known about the relationship between sentiments and network emergence, dissemination patternsand possible differences between positive and negative sentiments. The dissemination patterns analyzed in this study consist of network motifs based on triples of actors and the ties among them. These motifs are associated with common social network effects to derive meaningful insights about dissemination activities. The data basis includes several thousand social networks with textual messages classified according to embedded positive and negative sentiments. Based on this data, sub-networks are extracted and analyzed with a dynamic network motif analysis to determine dissemination patterns and associated network effects. Results indicate that the emergence of digital social networks exhibits a strong tendency towards reciprocity, followed by the dominance ofhierarchy as an intermediate step leading to social clustering with hubs and transitivity effects for both positive and negative sentiments to the same extend. Sentiments embedded in exchanged textual messages do only play a secondary role in network emergence and do not express differences regarding the emergence of network patterns."}],"_id":"13331","language":[{"iso":"eng"}],"publisher":"IEEE","page":"510-515","user_id":"62809","author":[{"last_name":"Hillmann","first_name":"Robert","full_name":"Hillmann, Robert"},{"full_name":"Trier, Matthias","first_name":"Matthias","last_name":"Trier","id":"72744"}],"publication_identifier":{"isbn":["9780769547992"]},"status":"public","title":"Dissemination Patterns and Associated Network Effects of Sentiments in Social Networks","year":"2012","date_updated":"2022-01-06T06:51:33Z"},{"author":[{"last_name":"Lewis","first_name":"Peter","full_name":"Lewis, Peter"},{"last_name":"Platzner","first_name":"Marco","full_name":"Platzner, Marco","id":"398"},{"first_name":"Xin","last_name":"Yao","full_name":"Yao, Xin"}],"status":"public","year":"2012","title":"An outlook for self-awareness in computing systems","date_updated":"2022-01-06T06:51:36Z","_id":"13462","publisher":"Awareness Magazine","language":[{"iso":"eng"}],"user_id":"398","citation":{"bibtex":"@book{Lewis_Platzner_Yao_2012, title={An outlook for self-awareness in computing systems}, publisher={Awareness Magazine}, author={Lewis, Peter and Platzner, Marco and Yao, Xin}, year={2012} }","ama":"Lewis P, Platzner M, Yao X. <i>An Outlook for Self-Awareness in Computing Systems</i>. Awareness Magazine; 2012.","mla":"Lewis, Peter, et al. <i>An Outlook for Self-Awareness in Computing Systems</i>. Awareness Magazine, 2012.","chicago":"Lewis, Peter, Marco Platzner, and Xin Yao. <i>An Outlook for Self-Awareness in Computing Systems</i>. Awareness Magazine, 2012.","short":"P. Lewis, M. Platzner, X. Yao, An Outlook for Self-Awareness in Computing Systems, Awareness Magazine, 2012.","ieee":"P. Lewis, M. Platzner, and X. Yao, <i>An outlook for self-awareness in computing systems</i>. Awareness Magazine, 2012.","apa":"Lewis, P., Platzner, M., &#38; Yao, X. (2012). <i>An outlook for self-awareness in computing systems</i>. 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