„… 39Empiric Experiments with Text-representing CentroidsMario M. Kubek1, Thomas Böhme2 and Herwig …” „… ) their distance d(wa, wb) is easily to be defined asEmpiric Experiments with Text-representing Centroids …” „… Experiments with Text-representing Centroids 43Fig. 1: Convergence of the number of high-weight edges in a …”

„… and Application of Text-representing CentroidsPITSTOPSERVERTheory and Application …” „… ofText-representing CentroidsHerwig Unger and Mario M. KubekEmail: kn.wissenschaftler@fernuni-hagen.deWebsite …” „… : https://www.fernuni-hagen.de/kn/Fortschritt-Berichte VDITheory and Application of Text-representing CentroidsHerwig Unger, Mario M …”

„… text-representing centroid. While in former publications like [3] only thecentroid itself was important, now the …” „… computation of text-representing cen-troids has been presented. At the same time, the classic concept of …” „… 121On Evolving Text CentroidsHerwig Unger and Mario M. KubekChair of Communication Networks …”

„… the memory’s management functions are discussed as well.1 MotivationText-representing centroids [12 …” „… ] Kubek, M., Böhme, T., Unger, H.: Empiric Experiments with Text Repre-senting Centroids, In: Lecture …” „… Note that for a position (x, y, λ) representing an evolving centroid x ≤ y is required ensuringthat for …”

„… 27Spreading Activation: A Fast Calculation Method forText CentroidsMario M. Kubek1, Thomas Böhme2 …” „… determination of text representing centroidsdepends on some general knowledge and experience of a user, agent or …” „… local working principle.1 MotivationText centroids – inspired from the centre of mass in physics – and …”

„… , H.: Empiric Experiments with Text RepresentingCentroids. In: Proceedings of the 6th International …” „… ) http://www.faroo.com/hp/p2p/whitepaper.html[5] Kubek, M., Unger, H.: Centroid Terms as Text Representatives., In: DocEng’16 …” „… contains the centroid term which is calculated from the centroidterms of all participating (represented …”

„… foundin form of Text-representing Centroids (TRCs or “Bedeutungsschwerpunkte” inGerman) as introduced in …” „… baby.the co-occurrence graph in Fig. 3a) may be obtained, if the text’s words (nounsonly) are considered to …” „… 4. Anydistance or similarity metric between (text-) objects may also be used in group-building or …”

„… Technique – Text-Representing Centroid – Recommendation ServiceThe property of terms to occur adjacently in …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 262.5 Co-occurrence Graphs and Text-representing Centroids . . . . . . . . . . . . . . 272.5.1 …” „… Co-occurrence Graphs . . . . . . . . . . . . . . . . . . . . . . . . . . . . 272.5.2 Text-representing Centroids …”

„… contributes to an efficient application of co-occurrence graphsand the practical use of text-representing …” „… documentpreprocessing could be parallelised, and an almost linear speed-up could be reached.2. Text-representing …” „… centroids (TRC). In particular, a fast calculationand resource-efficient management of huge co-occurrence …”

„… ) can be applied to define the so-called text-representing centroids(TRC) (see Fig. 2.15).Fig. 2.15: The …” „… text-representing centroids (TRC) as a new method for the textcategorisation and content description is finally the …” „… Text-representing Cen-troids2.5.1 Co-occurrence GraphsMost of the later considerations in the book are based on the …”

„… algorithmsand methods have been developed. Furthermore, text-representing centroids (TRC’s, see [19])shall be …” „… addressed by the search query as shown inFig. 6.5. The target documents’ title, centroid, and text …” „… semantic relation with URLxusing the centroid-based distance ζ. If the semantic similarity value shows that …”

„… text-representing centroids (TRC) asintroduced by [19] are a new method to improve text classification and …” „… categorisation usingco-occurrence graphs. Moreover, text-representing centroids are suitable tools for many tasks …” „… , this chapterwill present the fundamentals of co-occurrence graphs and text-representing centroids …”

„… Application of Text-representing Centroids, volume 863, chapter 7.Fortschritt-Berichte VDI, first edition …” „… , 27(11):1561–1572, June2017.[19] M. Kubek and H. Unger. Centroid terms as text representatives. In Proceedings of …” „… repre-senting centroids. Lecture Notes on Information Theory, 5(1):23–28, 2017.[21] Supaporn Simcharoen and …”

„… Text Representing Centroids, In: Lecture Notes on Information Theory, Vol. 5, No. 1, pp. 23–28, 2017 …” „… activities as part of the memory’s management functions are discussed as well. 1 Motivation Text-representing …” „… centroids [12] have been introduced to foster the categorisation of text documents and multi-word queries …”

„… , H.: Empiric Experiments with Text Representing Centroids. In: Proceedings of the 6th International …” „… compare any documents on the basis of a single, representing term [5]. The properties of these centroids …” „… described algorithm, lev = 1 representing the lowest, the document level. 2. In W the centroid term of the …”

„… describing the textual contents. Therefore, a new graph-based method to determine centroid terms as text …” „… graph-based approach to determine centroid terms of text documents. It is shown that those terms can actually …” „… an approach to determine centroid terms of text documents that can act as their representatives in …”