000 Informatik, Informationswissenschaft, allgemeine Werke
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Ausgehend von der grundlegenden narratologischen Bedeutung von Ereignissen in ihrer konstitutiven Funktion für Erzähltexte wurde im Projekt "Evaluating Events in Narrative Theory" (EvENT) ein Ansatz entwickelt, mit welchem Ereignisse auf der Textoberfläche und daher maschinenlesbar modelliert werden können. Dieser Beitrag skizziert bisherige Arbeitsschritte und ausgewählte Ergebnisse des Projekts, zu denen die Generierung von Narrativitätsgraphen zählt.
Only a few studies on the nocturnal behavior of African ungulates exist so far, with mostly small sample sizes. For a comprehensive understanding of nocturnal behavior, the data basis needs to be expanded. Results obtained by observing zoo animals can provide clues for the study of wild animals and furthermore contribute to a better understanding of animal welfare and better husbandry conditions in zoos. The current contribution reduces the lack of data in two ways. First, we present a stand-alone open-source software package based on deep learning techniques, named Behavioral Observations by Videos and Images using Deep-Learning Software (BOVIDS). It can be used to identify ungulates in their enclosure and to determine the three behavioral poses “Standing,” “Lying—head up,” and “Lying—head down” on 11,411 h of video material with an accuracy of 99.4%. Second, BOVIDS is used to conduct a case study on 25 common elands (Tragelaphus oryx) out of 5 EAZA zoos with a total of 822 nights, yielding the first detailed description of the nightly behavior of common elands. Our results indicate that age and sex are influencing factors on the nocturnal activity budget, the length of behavioral phases as well as the number of phases per behavioral state during the night while the keeping zoo has no significant influence. It is found that males spend more time in REM sleep posture than females while young animals spend more time in this position than adult ones. Finally, the results suggest a rhythm between the Standing and Lying phases among common elands that opens future research directions.
Artificial Intelligence (AI) and Machine Learning (ML) are currently hot topics in industry and business practice, while management-oriented research disciplines seem reluctant to adopt these sophisticated data analytics methods as research instruments. Even the Information Systems (IS) discipline with its close connections to Computer Science seems to be conservative when conducting empirical research endeavors. To assess the magnitude of the problem and to understand its causes, we conducted a bibliographic review on publications in high-level IS journals. We reviewed 1,838 articles that matched corresponding keyword-queries in journals from the AIS senior scholar basket, Electronic Markets and Decision Support Systems (Ranked B). In addition, we conducted a survey among IS researchers (N = 110). Based on the findings from our sample we evaluate different potential causes that could explain why ML methods are rather underrepresented in top-tier journals and discuss how the IS discipline could successfully incorporate ML methods in research undertakings.
Eine Erkrankung zählt in der Europäischen Union zu den Seltenen Erkrankungen (SE), wenn diese nicht mehr als 5 von 10.000 Menschen betrifft. Derzeit existiert mit mehr als 6000 SE eine sowohl große als auch heterogene Menge an unterschiedlichen Krankheitsbilder, die in ihrer Symptomatik komplex, vielschichtig und damit im medizinischen Alltag schwierig einzuordnen sind. Dies erschwert Diagnosefindung und Behandlung sowie das Auffinden eines passenden Ansprechpartners, da es nur wenige Experten für jede einzelne SE gibt. Der medizinische Versorgungsatlas für Seltene Erkrankungen www.se-atlas.de ermöglicht anhand von Erkrankungsnamen die Suche nach Versorgungseinrichtungen und Selbsthilfeorganisationen zu bestimmten SE und stellt die Suchergebnisse geografisch dar. Ebenso gibt er einen Überblick über alle deutschen Zentren für SE, die eine Anlaufstelle für betroffene Personen mit unklarer Diagnose darstellen. Der se-atlas dient als Kompass durch die heterogene Menge an Informationen über Versorgungseinrichtungen für SE und stellt niederschwellig Informationen für eine breite Nutzergruppe von Betroffenen bis hin zu Mitgliedern des medizinischen Versorgungsteams bereit.
[Es] zeichnen sich drei grundlegend unterscheidbare Richtungen ab, die als Aufgabenfeld einer Computerphilologie gesehen werden: die Entwicklung digitaler Editionen, die Erforschung PC-basierter Literatur und die Ausbildung PC-basierter Methoden einschließlich der Entwicklung und Programmierung entsprechender Anwendungen. Diese Definition bietet Anlass zur Reflexion über die Frage nach Methodologie und Disziplinarität der Computerphilologie. Die Aufzählung […] kann jedoch nur den Ausgangspunkt markieren, da sie lediglich den Einsatzbereich des PCs absteckt. Aber darauf aufbauend lassen sich drei Thesen zur näheren Bestimmung computerphilologischer Arbeit formulieren, die nachfolgend zur Diskussion gestellt werden.
Türkçe, Almanca, İngilizce gibi doğal dillerde bir tümce temelde özne ve yüklemden oluşur. Benzer şekilde biçimsel dillerde de bir tümce, yüklem ve argümandan oluşur. Yüklemler P, Q, R gibi büyük harflerle, argümanlar ise x, y, z gibi küçük harflerle gösterilir. Örneğin olumlu bir tümce P(x), olumsuz bir tümce ise -P(x) şeklinde ifade edilebilir. Ancak bazen bir tümcenin olumlu mu yoksa olumsuz mu olduğu net bir şekilde belli olmayabilir. Bu tür durumlarda mevcut sembolik gösterimde belirsizlikler ortaya çıkabilmektedir. Olumlu tümcelere matematiksel olarak 1, olumsuz tümcelere ise 0 değerinin verildiği varsayılırsa, olumluluk veya olumsuzluk durumu belirsiz olan tümceler ancak bu iki değer arasında bir değer alabilir. Diğer bir deyişle P(x) şeklinde gösterilebilen bir tümceyi P1(x), -P(x) şeklinde gösterilen bir tümceyi ise P0(x) şeklinde ifade etmek mümkündür; fakat olumluluğu kesin olmayan tümceler bu değerlerle gösterilemeyeceği için başka bir ifade şekline ihtiyaç vardır. Çünkü bu tümcelerdeki iş, oluş veya hareketin gerçekleşme oranı ne 0 ne de 1'dir; 0 ve 1 arasında bir değerdir. Bu çalışmada bu tür tümcelerin biçimsel dillerde nasıl ifade edilebileceğine dair bir öneride bulunmak ve bulanık küme kuramıyla olumluluğu derecelendirmek amaçlanmıştır. Bu amaç doğrultusunda önerilen yaklaşım birtakım örnek tümceler üzerinde uygulanmış ve söz konusu tümceler bulanık sembolik bir gösterimle ifade edilmiştir.
We study Gaifman locality and Hanf locality of an extension of first-order logic with modulo p counting quantifiers (FO+MODp , for short) with arbitrary numerical predicates. We require that the validity of formulas is independent of the particular interpretation of the numerical predicates and refer to such formulas as arb-invariant formulas. This paper gives a detailed picture of locality and non-locality properties of arb-invariant FO+MODp . For example, on the class of all finite structures, for any p 2, arb-invariant FO+MODp is neither Hanf nor Gaifman local with respect to a sublinear locality radius. However, in case that p is an odd prime power, it is weakly Gaifman local with a polylogarithmic locality radius. And when restricting attention to the class of string structures, for odd prime powers p, arb-invariant FO+MODp is both Hanf and Gaifman local with a polylogarithmic locality radius. Our negative results build on examples of order-invariant FO+MODp formulas presented in Niemist ̈o’s PhD thesis. Our positive results make use of the close connection between FO+MODp and Boolean circuits built from NOT-gates and AND-, OR-, and MOD p - gates of arbitrary fan-in.
We consider the isolated spelling error correction problem as a specific subproblem of the more general string-to-string translation problem. In this context, we investigate four general string-to-string transformation models that have been suggested in recent years and apply them within the spelling error correction paradigm. In particular, we investigate how a simple ‘k-best decoding plus dictionary lookup’ strategy performs in this context and find that such an approach can significantly outdo baselines such as edit distance, weighted edit distance, and the noisy channel Brill and Moore model to spelling error correction. We also consider elementary combination techniques for our models such as language model weighted majority voting and center string combination. Finally, we consider real-world OCR post-correction for a dataset sampled from medieval Latin texts.
This is a short summary of a recent survey [FR03] focusing on the observed evidence, that Internet connectivity is positively correlated with spread of democracy at high levels of significance. The results of multivariate correlation analysis and probabilities regression estimate models are based on the combined analysis of mid - 1991’s, to 2001 data series of the Eurostat’s and US Census Bureau, the World Bank, and OECD’s statistical data service which track the growth of information technology and rating of freedom and democracy worldwide.
We present an implementation of an interpreter LRPi for the call-by-need calculus LRP, based on a variant of Sestoft's abstract machine Mark 1, extended with an eager garbage collector. It is used as a tool for exact space usage analyses as a support for our investigations into space improvements of call-by-need calculi.