scholarly journals Characterizing the hypergraph-of-entity and the structural impact of its extensions

2020 ◽  
Vol 5 (1) ◽  
Author(s):  
José Devezas ◽  
Sérgio Nunes

Abstract The hypergraph-of-entity is a joint representation model for terms, entities and their relations, used as an indexing approach in entity-oriented search. In this work, we characterize the structure of the hypergraph, from a microscopic and macroscopic scale, as well as over time with an increasing number of documents. We use a random walk based approach to estimate shortest distances and node sampling to estimate clustering coefficients. We also propose the calculation of a general mixed hypergraph density measure based on the corresponding bipartite mixed graph. We analyze these statistics for the hypergraph-of-entity, finding that hyperedge-based node degrees are distributed as a power law, while node-based node degrees and hyperedge cardinalities are log-normally distributed. We also find that most statistics tend to converge after an initial period of accentuated growth in the number of documents. We then repeat the analysis over three extensions—materialized through synonym, context, and tf_bin hyperedges—in order to assess their structural impact in the hypergraph. Finally, we focus on the application-specific aspects of the hypergraph-of-entity, in the domain of information retrieval. We analyze the correlation between the retrieval effectiveness and the structural features of the representation model, proposing ranking and anomaly indicators, as useful guides for modifying or extending the hypergraph-of-entity.

Brazil constitutes a globally vital but troubled economy. It accounts for the largest GDP in Latin America and ranks among the world’s largest exporters of critical commodities including iron ore, soya, coffee, and beef. In recent years Brazil’s global economic importance has been magnified by a surge in both outward and inward foreign direct investment. This has served to further internationalize what has been historically a relatively closed economy. The purpose of this Handbook is to offer real insight into the Brazil’s economic development in contemporary context, understanding its most salient characteristics and analyzing its structural features across various dimensions. At a more granular level, this volume accomplishes the following tasks. First, it provides an understanding of the economy’s evolution over time and the connection of its current characteristics to this evolution. Second, it analyzes Brazil’s broader place in the global economy, and considers the ways in which this role has changed, and is likely to change, over coming years. Third, reflecting contemporary concerns, the volume offers an understanding, not only of how one of the world’s key economies has developed and transformed itself, but also of the ways in which this process has yet to be completed. The volume thus analyzes the current challenges facing the Brazilian economy and the kinds of issues that need to be tackled for these to be addressed.


2019 ◽  
Vol 2019 ◽  
pp. 36-52
Author(s):  
Bryan Casey

More than a quarter century after civil rights activists pioneered America’s first ridesharing network, the connections between transportation, innovation, and discrimination are again on full display. Industry leaders such as Uber, Amazon, and Waze have garnered widespread acclaim for successfully combatting stubbornly persistent barriers to transportation. But alongside this well-deserved praise has come a new set of concerns. Indeed, a growing number of studies have uncovered troubling racial disparities in wait times, ride cancellation rates, and service availability in companies including Uber, Lyft, Task Rabbit, Grubhub, and Amazon Delivery. Surveying the methodologies employed by these studies reveals a subtle, but vitally important, commonality. All of them measure discrimination at a statistical level, not an individual one. As a structural matter, this isn’t coincidental. As America transitions to an increasingly algorithmic society, all signs now suggest we are leaving traditional brick and-mortar establishments behind for a new breed of data-driven ones. Discrimination, in other words, is going digital. And when it does, it will manifest itself—almost by definition—at a macroscopic scale. Why does this matter? Because not all of our civil rights laws cognize statistically-based discrimination claims. And as it so happens, Title II could be among them. This piece discusses the implications of this doctrinal uncertainty in a world where statistically-based claims are likely to be pressed against data-driven establishments with increasing regularity. Its goals are twofold. First, it seeks to build upon adjacent scholarship by fleshing out the specific structural features of emerging business models that will make Title II’s cognizance of “disparate effect” claims so urgent. In doing so, it argues that it is not the “platform economy,” per se, that poses an existential threat to the statute but something deeper. The true threat, to borrow Lawrence Lessig’s framing, is architectural in nature. It is the algorithms underlying “platform economy businesses” that are of greatest doctrinal concern—regardless of whether such businesses operate inside the platform economy or outside it. Second, this essay joins others in calling for policy reforms focused on modernizing our civil rights canon. It argues that our transition from the “Internet Society” to the “Algorithmic Society” will demand that Title II receive a doctrinal update. If it is to remain relevant in the years and decades ahead, Title II must become Title 2.0.


Author(s):  
Jenna Bednar

Institutions are designed to alter human behavior. To remain effective over time, institutions need to adapt to changes in the environment or the society the institution is meant to regulate. Douglas North referred to this property as adaptive efficiency and suggested the need for a model of how institutions change to remain effective. This essay contributes to a theory of adaptive efficiency by relating it to the burgeoning literature in robust system design. It reviews five models of institutional change, paying particular attention to each model’s ability to explain institutional adaptation. It isolates three common structural features of a robust, adaptive institutional system: diversity, modularity, and redundancy. It illustrates the theory with a brief application to federal systems, and closes by describing some open research questions relating to institutional adaptive efficiency.


Author(s):  
Dennis C. Daley ◽  
Antoine Douaihy

An emotion that is prolonged or persists over time is referred to as a mood. Emotions or moods that are too intense, extreme, or chronic and that cause problems in life often need to be addressed as part of ongoing substance use recovery. An overall goal of recovery is to reduce negative emotions and increase positive emotions, although any emotion can have a positive or negative effect depending on the circumstance. Negative emotional states can also be exacerbated by physical withdrawal, in addition to life problems, stresses, and interpersonal difficulties. These emotions are also associated with the initial period of becoming drug-free. The objectives of this chapter are to identify the role of negative and positive emotions in recovery and relapse, to help clients identify high-risk emotional issues (specific emotions or deficits in coping skills) to address in recovery, and to help clients learn appropriate strategies to manage emotions.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2850-2850
Author(s):  
Margareth Ozelo ◽  
Dragana Janic ◽  
Irina Matytsina ◽  
Andrea Landorph ◽  
Niels Zeuthan ◽  
...  

Abstract Introduction: The guardian™ program is a large, multinational trial program designed to support the registration of turoctocog alfa (NovoEight®), a new B-domain–truncated recombinant Factor VIII (FVIII) molecule. A total of 214 patients with severe hemophilia A without inhibitors were enrolled in the guardian™ program as of 1 Sept 2012. Two open-label, non-controlled, phase 3a trials assessing the efficacy, safety, and pharmacokinetics of turoctocog alfa in previously treated patients (PTPs) ≥12 years old (guardian™1) or PTPs <12 years old (guardian™3) were conducted; upon completion, participants could enter an extension trial (guardian™2) that is ongoing. Patients received turoctocog alfa as prophylaxis and to treat bleeds. The primary endpoint was incidence of FVIII inhibitors (≥0.6 Bethesda Units) and a key efficacy endpoint was the annualized bleeding rate (ABR). Methods: For inclusion in this post-hoc analysis, PTPs must have participated in guardian™2 and either guardian™1 or 3, had ≤1 week of surgery treatment in guardian™1/guardian™3 (initial period), and had ≥3 months of exposure to turoctocog alfa prophylaxis during a selected time period (1 January 2012 – 30 June 2013) in guardian™2. This guardian™2 time period was selected to obtain a group of patients who had participated in the trial for an adequate duration to enable comparison over time. Starting dose of turoctocog alfa was 20 IU/kg in guardian™1 and was determined by the investigator in guardian™3; doses were adjusted based upon clinical criteria, at the discretion of the physician. This analysis investigated the relationship between change in ABR from guardian™1/guardian™3 to guardian™2 and average ABR during these periods. Change in ABR was defined as the change in number of bleeds per year and average ABR was defined as (ABR [guardian™1/guardian™3] + ABR [guardian™2]) /2 for each patient. Change in ABR versus the ratio of mean weekly preventive dose was also investigated, with ratio defined as (mean weekly dose [guardian™ 2] / [mean weekly dose [guardian™1/guardian™3]) for each patient. Analyses were descriptive; statistical analyses were not conducted. Results: A total of 166 patients met inclusion criteria for this analysis (111 from guardian™1 [21 adolescents 12–17 years old and 90 adults ≥18 years old] and 55 from guardian™3 [27 children ≤5 years old and 28 children 6–11 years old]). For this subgroup of patients with prolonged extension study exposure, overall median ABR in guardian™1 was 4.0 bleeds/patient/year (range: 0.0–38.4), and in guardian™3 was 3.8 bleeds/patient/year (range: 0.0–34.7); overall median ABR during guardian™2 was 1.6 bleeds/patient/year (range: 0.0-18.8). ABR by age is shown in table 1. Table 1: Median annualized bleeding rate and reduction over time Abstract 2850. Tableguardian™1/ guardian™3guardian™2% reduction during extensionAdults4.21.369%Adolescents4.01.563%Children 6–11 years3.62.336%Children ≤5 years3.82.047% The majority of patients had a reduction in ABR during the trials (Fig. 1). The patients with the highest ABR during the initial period were those with the largest reduction in ABR. When the change in ABR was examined by age, older patients tended to have a larger reduction in ABR than younger patients. For some patients, ABR in guardian™2 was higher than in the initial period. There was no clear correlation between dose and ABR (figure not shown in abstract). Within age groups, weekly doses were highly variable. The majority of patients showed an increase in dose over the analyzed period, most by approximately 20% compared with the initial dose (figure not shown). Fig. 1: Change in ABR versus average ABR for guardian™1/guardian™3 and guardian™2. Fig. 1:. Change in ABR versus average ABR for guardian™1/guardian™3 and guardian™2. Conclusions: For PTPs on long-term prophylaxis with turoctocog alfa, change in ABR over time may be correlated with initial ABR levels. Patients who initiated with high ABR levels (and therefore likely poor joint status) tended to have the most pronounced reduction in ABR while, for others, low ABR was maintained. Older patients likewise tended to have a larger reduction in ABR than younger patients. No clear correlation was found between dose and ABR, indicating that dose changes may occur due to considerations other than bleeding frequency. Slight increases in dose over time likely represent individualized dose adjustments by physicians aimed to optimize treatment outcomes. Disclosures Ozelo: Novo Nordisk, Baxter and Bayer: Consultancy, Speakers Bureau; Bayer, CSL Behring and Novo Nordisk: Research Funding. Janic:Novo Nordisk, Baxter, Bayer, Pfizer and Octafarma: Honoraria; Novo Nordisk, Baxter and Bayer: Speakers Bureau; Novo Nordisk, Baxter, Bayer and Pfizer: Research Funding. Matytsina:Novo Nordisk A/S: Employment. Landorph:Novo Nordisk A/S: Employment. Zeuthan:Novo Nordisk A/S: Employment. Santagostino:Pfizer: Research Funding; Bayer, Pfizer, Baxter, CSL Behring, Novo Nordisk and Grifols: Consultancy; Biotest, Kedrion and Octapharma: Speakers Bureau.


10.1068/b3305 ◽  
2007 ◽  
Vol 34 (5) ◽  
pp. 767-784 ◽  
Author(s):  
Diansheng Guo ◽  
Ke Liao ◽  
Michael Morgan

The terrorism database includes more than 27000 terrorism incidents between 1968 and 2006. Each incident record has spatial information (country names for all records and city names for some records), a time stamp (ie year, month, and day), and several other fields (eg tactics, weapon types, target types, fatalities, and injuries). We introduce a unified visualization environment that is able to present various types of patterns and thus to facilitate explorations of the incident data from different perspectives. With the visualization environment one can visualize either spatiomultivariate, spatiotemporal, temporal - multivariate, or spatiotemporal - multivariate patterns. For example, the analyst can examine the characteristics (in terms of target types, tactics, or other multivariate vectors) of aggregated incidents and at the same time perceive how multivariate characteristics change over time and vary spatially. Special attention is devoted to the application-specific data analysis process, from data compilation, geocoding, preprocessing, and transformation, through customization and configuration of visualization components, to the interpretation and presentation of discovered patterns.


2019 ◽  
Author(s):  
Raju Dash ◽  
Ho Jin Choi ◽  
Il Soo Moon

AbstractRecently, critical roles of genetic variants in Triggering Receptor Expressed on Myeloid cells 2 (TREM2) for myeloid cells to Alzhimer’s disease have been aggressively highlighted. However, little studies focused to the deleterious role of Nasu-Hakola disease (NHD) associated TREM2 variants. In order to get insights into the contributions of these variants in neurodegeneration, we investigated the influences of three well-known NHD associated TREM2 mutations (Y38C, T66M and V126G) on the loss-of-function by using conventional molecular dynamics simulation. Compared to the wild type, the mutants produced substantial differences in the collective motions in the loop regions, which not only promotes structural remodelling in complementarity-determining region 2 (CDR2) loop but also in CDR1 loop, through changing the inter and intra-loop hydrogen bonding network. In addition, the structural studies from free energy landscape showed that Y38, T66 and V126 are crucial for maintaining structural features of CDR1 and CDR2 loops, while their mutation at this position produced steric clash and thus contributes to the structural impact and loss of ligand binding. These results revealed that the presence of the mutations in TREM2 ectodomain induced flexibility and promotes structural alterations. Dynamical scenarios, which are provided by the present study, may be critical to our understanding of the role of the three TREM2 mutations in neurodegenerative diseases.


PLoS ONE ◽  
2021 ◽  
Vol 16 (2) ◽  
pp. e0243687
Author(s):  
Maciej Henneberg ◽  
Kara Holloway-Kew ◽  
Teghan Lucas

The key to evolution is reproduction. Pathogens can either kill the human host or can invade the host without causing death, thus ensuring their own survival, reproduction and spread. Tuberculosis, treponematoses and leprosy are widespread chronic infectious diseases whereby the host is not immediately killed. These diseases are examples of the co-evolution of host and pathogen. They can be well studied as the paleopathological record is extensive, spanning over 200 human generations. The paleopathology of each disease has been well documented in the form of published synthetic analyses recording each known case and case frequencies in the samples they were derived from. Here the data from these synthetic analyses were re-analysed to show changes in the prevalence of each disease over time. A total of 69,379 skeletons are included in this study. There was ultimately a decline in the prevalence of each disease over time, this decline was statistically significant (Chi-squared, p<0.001). A trend may start with the increase in the disease’s prevalence before the prevalence declines, in tuberculosis the decline is monotonic. Increase in skeletal changes resulting from the respective diseases appears in the initial period of host-disease contact, followed by a decline resulting from co-adaptation that is mutually beneficial for the disease (spread and maintenance of pathogen) and host (less pathological reactions to the infection). Eventually either the host may become immune or tolerant, or the pathogen tends to be commensalic rather than parasitic.


2018 ◽  
pp. 83-112
Author(s):  
Christopher Shank ◽  
Koen Plevoets

This corpus-based study examines the diachronic development of the that/zero alternation with nine verbs of cognition, viz. think, believe, feel, guess, imagine, know, realize, suppose and understand by means of a stepwise logistic regression analysis. The data comprised a total of (n=5,812) think, (n=3,056) believe, (n=1,273) feel, (n=1,885) guess, (n=2,225) imagine, (n=1,805) know, (n=1,244) realize, (n=2,836) suppose and (n=3,395) understand tokens from both spoken and written corpora from 1580–2012. Taking our cue from previous research suggesting that there has been a diachronic increase in the use of the zero complementizer form from Late Middle / Early Modern to Present-day English, we use a large set of parallel spoken and written diachronic data and a rigorous quantitative methodology to test this claim with the nine aforementioned verbs. In addition, we also investigate the impact of eleven structural features, which have been claimed to act as predictors for the use or presence of the zero complementizer form for ‘panchronic’ (i.e. effects are aggregated over all time periods) and diachronic effects. The objectives of this study are to examine the following: (i) whether there is indeed a diachronic trend towards more zero use; (ii) whether the conditioning factors proposed in the literature indeed predict the zero form; (iii) to what extent these factors interact; and (iv) whether the predictive power of the conditioning factors becomes stronger or weaker over time. The analysis shows that, contrary to the aforementioned belief that the zero form has been on the increase, there is in fact a steady decrease in zero use, but the extent of this decrease is not the same for all verbs. In addition, the analysis of interactions with verb type indicates differences between verbs in terms of the predictive power of the conditioning factors. Additional significant interactions emerged, notably with verb, mode (i.e. spoken or written data) and period. The interactions with period show that certain factors that are good predictors of the zero form overall lose predictive power over time.


Author(s):  
Anna Tonelli

Abstract The Italian Communist Party created the most effective political school—and the only one in Italy—aimed at creating cadre leaders. The first schools were in Rome and Milan, and over the following decades the school system spread throughout the country, eventually counting about a hundred schools active throughout Italy until 1989. The school in Rome, which was the only one to remain open for a further four years, was the main model for the others. Called the Frattocchie School, it was a residential school in the hills of Rome and was in operation from 1944 to 1993. The students attended classes from six months to a year; they studied historical materialism and the history of Bolshevism but also experienced collective life, group identity, and the theoretical and practical values of communism. The Frattocchie model began with an initial period in which training consisted of the organization and acculturation of the working classes, starting with workers and peasants, according to a schema influenced by the Soviet schools but where the socializing bent of the Italian institutes mitigated the sectarianism and dogmatism of Moscow. The aim of the training was to build the careers of future politicians capable of embodying the ideals of a party that demanded control, preparation, and discipline. For this reason, the Italian Communist Party schools represented an original example in teaching methods and curricula, handing down the memory of communism over time. The diaries, questionnaires, and testimonies of the students who attended the Frattocchie School in its 50 years of activity are important sources and a precious heritage to understand how the Communist “faith” became a vehicle of recognition and belonging. Even today the name Frattocchie is associated with a model of party school to be imitated in order to teach methods and principles to those who want to pursue a political career.


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