The force within: Recommendations via gravitational attraction between items

Recommendation systems rely on various definitions of similarities. These definitions while having numerous design factors in different domains help identify and recommend relevant content. For example, similarity between users, or items, are measured based on, but not limited to, explicit feedback such as ratings, thumbs up; or/and implicit feedback such as clicks, views etc; or/and based on composition of item such as tags, metadata etc. In this paper, we explore a similarity model while very intuitive to find similar items using a very common natural law of attraction between bodies, that is gravitational law. We show how the two attributes, relative mass and distance between the bodies, of gravitation law can be interpreted for an effective personalized recommendations; in both spatial and non-spatial domains. Finally, we illustrate the use of distance and mass in a non-spatial domain and we exhibit the accuracy in recommendations against popular baselines

Information Security Risk Assessment

Information security risk assessment is an important part of enterprises’ management practices that helps to identify, quantify, and prioritize risks against criteria for risk acceptance and objectives relevant to the organization. Risk management refers to a process that consists of identification, management, and elimination or reduction of the likelihood of events that can negatively affect the resources of the information system to reduce security risks that potentially have the ability to affect the information system, subject to an acceptable cost of protection means that contain a risk analysis, analysis of the “cost-effectiveness” parameter, and selection, construction, and testing of the security subsystem, as well as the study of all aspects of security.</jats:p

A randomized, prospective open labeled study of oral amoxicillin-clavulanate and levofloxacin with intravenous ceftriaxone and amikacin in chemotherapy induced low risk febrile neutropenia

Background : We compared the efficacy of oral antibiotics with intravenous antibiotics in low risk febrile neutropenia. Design : A prospective, randomized study Methods: Between April 2004 - December 2005, 55 patients with low risk febrile neutropenia (expected neutropenia duration &#60; 7 days with no co-morbid features) between 15 and 75 years of age, were randomized to receive either oral amoxicillin-clavulanate 625mg twice daily and levofloxacin -500mg once daily OR intravenous (i.v.) ceftriaxone 2g and amikacin 15mg/kg once daily. Most patients were treated on out patient basis. The primary end point was response to therapy, defervescence of fever within 72 hours with improvement in any clinical manifestation of infection and no recurrence of fever for 48 hours without use of antipyretics. Use of growth factors was not permitted except in treatment failure. Results: A total of 64 febrile episodes were recorded (mean 1.20 ); 33 in the IV group and 31 in the oral antibiotics group. Both groups were equally matched for age (median 25 years in the IV group and 19 years in the oral group), gender, type of cancer, baseline absolute neutrophil count (median 200/cmm in both arms) and duration of neutropenia (5 days and 4 days in the IV and oral groups, respectively). A focus of infection was identified clinically in 15% of episodes and microbiologically in 11% of episodes; 57% of which were Gram positive organisms and the rest Gram negative. 72% in the IV arm and 77% in the oral arm responded to therapy (p=ns). One patient in IV group had one episode of seizure. Non-responding patients received second line IV antibiotics. There was no mortality in either group. Age &#62; 60 years, neutropenia lasting &#62; 7 days after the onset of fever and positive blood culture were predictors for lack of response to antibiotics on multivariate analysis. Conclusion: Oral antibiotics have comparable efficacy as IV antibiotics in the management of low risk febrile neutropenia

Review paper: Introduction of pediatric balance therapy in children with vestibular dysfunction: Review of indications, mechanisms, and key exercises

The vestibular system is important for the development of normal movement reactions, motion tolerance, and motor control for postural alignment, balance, and vision. A vestibular system that is damaged by disease or injury in childhood can have a major impact on a child's development. In addition, the emergence of vestibular lesions may also lead to cognitive deficits, including attention deficit. Despite the advances in testing and documentation of vestibular deficits in children, the vestibular problems continue to be an overlooked entity. Many children do not receive treatment that could significantly improve function and address the developmental delays caused by vestibular disorders. Vestibular rehabilitation therapy (VRT) has been defined as an effective modality for most individuals with disorders of the vestibular or central balance system disorders. The basis for the success of VRT is the use of existing neural mechanisms in the human brain for adaptation, plasticity, and compensation. The vestibular system cannot be considered as a separate entity ignoring other balance subsystems. Hence, a modified VRT program, named pediatric balance therapy with special modifications in exercises, was developed for children with vestibular disorders, in accordance to the whole balance system

Assessing the role of collaboration in the process of museum innovation

The relationship between collaboration and innovation in cultural organisations is an emerging topic that has drawn particular attention from scholars and practitioners. The main aim of this study is to assess the role of collaboration in the process of innovation in museum organisations. To achieve this aim, first, we develop a four-domain analytical framework by matching innovation types to cultural production processes to reflect the peculiarities of museum innovation. By applying this framework to the multiple case studies from four Spanish museums, we identify three main motivations (supplementing manpower, compensating for the scarcity of knowledge, improving demand-driven innovation) and four forms of collaboration (teamwork, outsourcing, consortium and conversation) and summarise the different modes of collaboration involved in various domains of production and innovation. An assessment is conducted subsequently to evaluate the effectiveness of existing collaborations in achieving technological and cultural innovation in museums. Finally, a list of implications for museums' innovation management is presented

Formation of a G-quadruplex at the BCL2 major breakpoint region of the t(14;18) translocation in follicular lymphoma

The t(14;18) translocation in follicular lymphoma is one of the most common chromosomal translocations. Most breaks on chromosome 18 are located at the 3′-UTR of the BCL2 gene and are mainly clustered in the major breakpoint region (MBR). Recently, we found that the BCL2 MBR has a non-B DNA character in genomic DNA. Here, we show that single-stranded DNA modeled from the template strand of the BCL2 MBR, forms secondary structures that migrate faster on native PAGE in the presence of potassium, due to the formation of intramolecular G-quadruplexes. Circular dichroism shows evidence for a parallel orientation for G-quadruplex structures in the template strand of the BCL2 MBR. Mutagenesis and the DMS modification assay confirm the presence of three guanine tetrads in the structure. 1H nuclear magnetic resonance studies further confirm the formation of an intramolecular G-quadruplex and a representative model has been built based on all of the experimental evidence. We also provide data consistent with the possible formation of a G-quadruplex structure at the BCL2 MBR within mammalian cells. In summary, these important features could contribute to the single-stranded character at the BCL2 MBR, thereby contributing to chromosomal fragility

Bcl-2 protein family: Implications in vascular apoptosis and atherosclerosis

Apoptosis has been recognized as a central component in the pathogenesis of atherosclerosis, in addition to the other human pathologies such as cancer and diabetes. The pathophysiology of atherosclerosis is complex, involving both apoptosis and proliferation at different phases of its progression. Oxidative modification of lipids and inflammation differentially regulate the apoptotic and proliferative responses of vascular cells during progression of the atherosclerotic lesion. Bcl-2 proteins act as the major regulators of extrinsic and intrinsic apoptosis signalling pathways and more recently it has become evident that they mediate the apoptotic response of vascular cells in response to oxidation and inflammation either in a provocative or an inhibitory mode of action. Here we address Bcl-2 proteins as major therapeutic targets for the treatment of atherosclerosis and underscore the need for the novel preventive and therapeutic interventions against atherosclerosis, which should be designed in the light of molecular mechanisms regulating apoptosis of vascular cells in atherosclerotic lesions