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Optimal investment decisions by institutional investors require accurate predictions with respect to the development of stock markets. Motivated by previous research that revealed the unsatisfactory performance of existing stock market prediction models, this study proposes a novel prediction approach. Our proposed system combines Artificial Intelligence (AI) with data from Virtual Investment Communities (VICs) and leverages VICs’ ability to support the process of predicting stock markets. An empirical study with two different models using real data shows the potential of the AI-based system with VICs information as an instrument for stock market predictions. VICs can be a valuable addition but our results indicate that this type of data is only helpful in certain market phases.
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.
Background The arterial in line application of the leukocyte inhibition module (LIM) in the cardiopulmonary bypass (CPB) limits overshooting leukocyte activity during cardiac surgery. We now studied in a porcine model whether LIM may have beneficial effects on cardiac function after CPB. Methods German landrace pigs underwent CPB (60 min myocardial ischemia; 30 min reperfusion)without (group I; n=6) or with LIM (group II; n=6). The cardiac indices (CI) and cardiac function were analyzed pre and post CPB with a Swan-Ganz catheter and the cardiac function analyzer. Neutrophil labeling with technetium, scintigraphy, and histological analyses were done to track activated neutrophils within the organs. Results LIM prevented CPB-associated increase of neutrophil counts in peripheral blood. In group I, the CI significantly declined post CPB (post: 3.26 +/- 0.31; pre: 4.05 +/- 0.45 l/min/m2; p<0.01). In group II, the CI was only slightly reduced (post: 3.86 +/- 0.49; pre 4.21 +/- 1.32 l/min/m2; p=0.23). Post CPB, the intergroup difference showed significantly higher CI values in the LIM group (p<0.05) which was in conjunction with higher pre-load independent endsystolic pressure volume relationship (ESPVR) values (group I: 1.57 +/- 0.18; group II: 1.93 +/- 0.16; p<0.001). Moreover, the systemic vascular resistance and pulmonary vascular resistance were lower in the LIM group. LIM appeared to accelerate the sequestration of hyperactivated neutrophils in the spleen and to reduce neutrophil infiltration of heart and lung. Conclusions Our data provide strong evidence that LIM improves perioperative hemodynamics and cardiac function after CPB by limiting neutrophil activity and inducing accelerated sequestration of neutrophils in the spleen.
Die vorliegende Untersuchung befasst sich mit verschiedenen Aspekten des Frauenbilds sowohl in der deutschen als auch in der arabischen bzw. orientalischen Literatur des Mittelalters.
Zu den untersuchenden Aspekten gehören zum Beispiel die Stellung der Frau in der Gesellschaft sowohl religiös als auch sozial, Rolle und Einfluss der Frau, Beschreibung der Schönheit der Frau, Beziehung zwischen Mann und Frau, Minne als Zentralmotiv, Ehe als sozialbedingte Lebensform sowie adlige Dame und bäuerliche Frau als Gegenbild.
Die Forschung wird sich auf bestimmte Textsorten der mittelalterlichen Literatur stützen, um mittels dieser induktiven Methode ein konkretes Bild zu geben und die verschiedenen Hauptelemente der Untersuchung zu betonen.
Diese Werke sind die klassischen höfischen Artusromane z.B. Erec, Iwein, Parzival und Tristan und Isolde in der deutschen Literatur des Mittelalters sowie Erzählungen aus der Geschichtensammlung von 1001 Nacht, der Antarroman und die Geschichte von Laila und Madjnun in der orientalischen Literatur des Mittelalters.
Das Bild der Frau ist ein Thema, das bis heute ein Schwerpunkt in vielen literarischen Werken bildet, der aber während der gesamten Epoche des Mittelalters eine besondere Bedeutung hatte. Das könnte auf die unterschiedlichen Darstellungsweisen vom Bild der Frau zurückzuführen, und wie sie in den verschiedenen Kulturen zum Ausdruck gebracht werden.
In “Fern von Aleppo”, the Syrian author Faisal Hamdo, who left his home in 2014 and sought refuge in Germany, tells of his very personal integration experiences. The book represents a kind of intercultural communication. In his book, Faisal Hamdo, who sees himself as a “mediator between the worlds”, tries to give the German reader answers to many questions regarding Syrian culture. From a text linguistic point of view, this book identifies the narrative development that seems to be tailored to the in-tercultural context. Accordingly, the present article raises the following questions: Does the structure of classic narration differ from the structure of narration in an intercultural context? Which intercultural information units are presented in the text? How are they embedded in the narrative text? Which constituents of the narrative structure are suitable for realizing intercultural communication? Which communicative functions do the constituents of the narrative structure fulfill in an intercultural context? The contribution sets itself the goal of analyzing the narrative structure to investigate how intercultural communication comes about through narration, how the intercultural information units are integrated into the constituents of the classic narrative structure so that they fulfill their communicative function, and to developa suitable analysis model.
Objective: The aim of this study was to report the basic cerebrospinal fluid (CSF) profile in patients with primary progressive multiple sclerosis (PPMS).
Methods: The results of CSF analysis from 254 patients with PPMS were collected at four university hospitals in Germany. Routine CSF parameters and different indices of intrathecal immunoglobulin synthesis were evaluated. We assessed possible correlations between the various CSF parameters and the expanded disability status scale (EDSS) both at the time of lumbar puncture and during the course of the disease.
Results: The median cell count and albumin concentration in the CSF did not deviate from normal values. The CSF-serum albumin-quotient (QALB) was elevated in 29.6% of the patients, while intrathecal immunoglobulin G (IgG) oligoclonal bands (OCBs) were detected in 91.1% of the patients. CSF-lactate levels as well as local IgM- and IgA-synthesis were correlated with the yearly disease progression rate, as assessed by EDSS.
Conclusion: We present the results of the hitherto largest and most detailed CSF biomarker profile in a cohort of 254 patients with PPMS. As reported previously, OCBs are the most sensitive marker for intrathecal IgG synthesis. CSF-lactate concentrations are positively correlated with the progression rate, which might suggest that mitochondrial dysfunction plays a relevant role in PPMS. The negative correlation between intrathecally produced IgM and IgA and disease progression may indicate their hitherto unexplored protective role.
18-OH-Corticosteron (18 ) wird als die unmittelbare Vorstufe der Aldosteron-Synthese angesehen. In-vitro-Untersuchungen sowie vereinzelten klinischen Beobachtungen zufolge sollen Nebennierenrinden-Adenome, im Gegensatz zu Nebennierenrinden-Hyperplasie, vermehrt 8- bilden. In der vorliegenden Studie wurde an 1.272 Patienten einer Hochdruckambulanz, wobei bei 84 Patienten mit primärem Aldosteronismus infolge eines Adenoms sowie bei 110 Patienten infolge einer Nebennierenrinden-Hyperplasie die Diagnose gesichert werden konnte, der diagnostische Stellenwert von 8- im Vergleich zu den Aldosteron-Metaboliten Aldosteron-18-Glucuronid (ALD-18-G) und Tetrahydroaldosteron (TH-ALD) untersucht. Dies im Hin blick auf: 1. die Erkennung eines primären Aldosteronismus, und 2. der differentialdiagnostischen Unterscheidung zwischen einem Adenom und einer Hyperpläsie.
Bezüglich der ersten Fragestellung wurde für 18-OHB - hinsichtlich der Unterscheidung zwischen dem primären Aldosteronismus infolge eines Adenoms und einer essentiellen Hypertonie-eine diagnostische Sensitivität von 99,2% bei einer diagnostischen Spezifität von 95,2% berechnet. Deutlich geringer war mit einer diagnostischen Sensitivität von 79,7% bei einer diagnostischen Spezifität von 60,9% die Abgrenzung zwischen dem primären Aldosteronismus infolge einer Hyperpläsie und einer essentiellen Hypertonie.
18-OHB war bei 11 der 84 Adenom- und 5 der 110 Hyperplasie-Patienten zunächst das einzig erhöhte Steroid im 24 h-Urin. Bei ihnen konnte erst innerhalb einer bis zu 2jährigen Beobachtungszeit ein langsamer Anstieg der Aldosteron-Metabolite beobachtet werden. Somit stellt das 18-OHB einen „Frühmarker" der Erkrankung dar.
In der Unterscheidung zwischen einem Nebennierenrinden-Adenom und einer -Hyperplasie besitzt 18-OHB mit einer diagnostischen Sensitivität von 84,5% bei einer diagnostischen Spezifität von 96,4% ein höheres Abgrenzungsvermögen als Tetrahydro-Aldosteron und Aldosteron-18-Glucuronid dar.
Für die Unterscheidung des Adenoms von der Hyperpläsie ließ sich für 18-OH-Corticosteron im 24 h-Urin ein Wert von 7,9 [ig/die als eine optimale Diskriminanzschwelle berechnen. Bei einer höheren Ausscheidung ist in 84,5% der Fälle mit einem Nebennierenrinden-Adenom zu rechnen. Hinsichtlich der diagnostischen Wertung von 18-OHB sind weder geschlechts- noch altersspezifische Abhängigkeiten zu berücksichtigen.
Die Bestimmung von Tetrahydro-Aldosteron (oder Aldosteron-18-Glucuronid) in Kombination mit 18-OH-Corticosteron stellt die optimale Methode zur Diagnostik des primären Hyperaldosteronismus, insbesondere infolge eines Adenoms, dar.
Tibnīn was an important small Crusader fief and a fortified castle. It was vital for the Kingdom of Jerusalem, because it included fertile agricultural lands, was a tax collection centre, and because it controlled the Damascus-to-Tyre commercial route. Additionally, its castle played defensive and offensive role in the north of the Kingdom of Jerusalem and upper Galilee, and its rulers of Tibnīn played a major role in forming the history of the Latin East. When the Crusaders invaded the Levant at the end of the eleventh century, it was given rise to new demographic, cultural, socio-economic, and architectural features. The present Paper aims at removing some of the mystery concerning the fief of Tibnīn and its castle in the Latin East. This paper thus is a study of the demographic structure of Tibnīn and discusses the socio-economic role of Tibnīn in the Latin east. Moreover, the role of Tibnīn in influencing the relations between Muslims and the Crusaders in the Levant and the architecture of the castle of Tibnīn and its importance in the age of the Crusade will be examined.
The Crusade movement is one of the most important occurrences of medieval history. It took place throughout two centuries in the Levant and affected both Muslims and Crusaders and in turn changed the way in which West and East related to one another.1 When the Crusaders took control of the Holy Land and many Islamic cities in the Levant, they transferred their feudal European system there. They established four main fiefdoms or lordships, Jerusalem, Edessa, Antioch and Tripoli. In addition, there were another twelve secondary fiefdoms,2 of which Tibnīn was one. Tibnīn was called “Toron” by the Crusaders. Once the Crusaders had captured Tibnīn, they began building its fortified castle, from which the fief of Tibnīn gained its importance throughout the period of the Crusades.
This paper traces the military role of Tibnīn and its rulers in the Latin East against the Muslims until 1187/ 583. Tibnīn played a key role in overcoming the Muslims in Tyre and controlled it in 1124. It also played a vital role in the conflict between Damascus and the Kingdom of Jerusalem. Tibnīn participated in defending Antioch, Banyas, Hebron and Transjordan several times. Furthermore, its soldiers and Knights joined the army of the Kingdom of Jerusalem to capture Ascalon in 1153, and joined the campaigns of Amaury I, King of Jerusalem, against Egypt from 1164 to1169. The military situation of Tibnīn under the rule of the royal house until its fall to the Muslims in 1187/ 583 will be studied as well.