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Further thoughts on this month’s theme
in
BROWSING
2024
Past articles, research reports, and discussion questions related to the theme of the March 2024 Kappan, Change That Matters.
Journal Article
Further thoughts on this month’s theme
in
BROWSING
2024
News, quotes, and insights from the past related to the theme of the February 2024 issue of Kappan, “Motivation & engagement.”
Journal Article
Further thoughts on this month’s theme
in
BROWSING
2023,2024
News, quotes, and insights from the past related to the theme of the December 2023/January 2024 issue of Kappan, “Preparing school and district leaders.”
Journal Article
Further thoughts on this month’s theme
in
BROWSING
2023
News, quotes, and insights from the past related to the theme of the October 2023 issue of Kappan, “Multilingual students, multilingual schools.”
Journal Article
Ungulate Browsing Maintains Shrub Diversity in the Absence of Episodic Disturbance in Seasonally-Arid Conifer Forest: e86288
2014
Ungulates exert a strong influence on the composition and diversity of vegetation communities. However, little is known about how ungulate browsing pressure interacts with episodic disturbances such as fire and stand thinning. We assessed shrub responses to variable browsing pressure by cattle and elk in fuels treated (mechanical removal of fuels followed by prescribed burning) and non-fuels treated forest sites in northeastern Oregon, US. Seven treatment paddocks were established at each site; three with cattle exclusion and low, moderate and high elk browsing pressure, three with elk exclusion and low, moderate and high cattle browsing pressure, and one with both cattle and elk exclusion. The height, cover and number of stems of each shrub species were recorded at multiple plots within each paddock at the time of establishment and six years later. Changes in shrub species composition over the six year period were explored using multivariate analyses. Generalized Linear Mixed Models were used to determine the effect of browsing pressure on the change in shrub diversity and evenness. Vegetation composition in un-browsed paddocks changed more strongly and in different trajectories than in browsed paddocks at sites that were not fuels treated. In fuels treated sites, changes in composition were minimal for un-browsed paddocks. Shrub diversity and evenness decreased strongly in un-browsed paddocks relative to paddocks with low, moderate and high browsing pressure at non-fuels treated sites, but not at fuels treated sites. These results suggest that in the combined absence of fire, mechanical thinning and ungulate browsing, shrub diversity is reduced due to increased dominance by certain shrub species which are otherwise suppressed by ungulates and/or fuels removal. Accordingly, ungulate browsing, even at low intensities, can be used to suppress dominant shrub species and maintain diversity in the absence of episodic disturbance events.
Journal Article
HIDDEN SEMI-MARKOV MODEL FOR DETECTING APPLICATION LAYER DDOS ATTACKS
2012
Distributed denials of Service attacks (DDoS) have become one of the major threat on the internet. Most defence methods are focused on detecting DDoS attack on IP & TCP layer instead of application layer. With profiling of web browsing behaviour, the sequence order of web page request can be used for detecting Application layer DDoS (App_DDoS) attacks. Based on Hidden semi-Markov model (HsMM) ,a novel anomaly detector is used to describe the browsing behaviour of web users. Average Information entropy (AIE) of user's HTTP request sequence used as a criterion to measure the user's normality. K-means algorithm derived for on line implementation of the model based on M-algorithm. The proposed method is experimentally confirmed with various types of new App-DDoS attack .Our experiment shows the detector and the filter that are based on the behavior model. The filter, residing between the Internet and the victim, takes in a HTTP request and decides whether to accept or reject (drop) it. If a request is accepted, it can pass through the filter and reach the victim. [PUBLICATION ABSTRACT]
Journal Article
Interaction-Driven Browsing: A Human-in-the-Loop Conceptual Framework Informed by Human Web Browsing for Browser-Using Agents
2025
Although browser-using agents (BUAs) show promise for web tasks and automation, most BUAs terminate after executing a single instruction, failing to support users' complex, nonlinear browsing with ambiguous goals, iterative decision-making, and changing contexts. We present a human-in-the-loop (HITL) conceptual framework informed by theories of human web browsing behavior. The framework centers on an iterative loop in which the BUA proactively proposes next actions and the user steers the browsing process through feedback. It also distinguishes between exploration and exploitation actions, enabling users to control the breadth and depth of their browsing. Consequently, the framework aims to reduce users' physical and cognitive effort while preserving users' traditional browsing mental model and supporting users in achieving satisfactory outcomes. We illustrate how the framework operates with hypothetical use cases and discuss the shift from manual browsing to interaction-driven browsing. We contribute a theoretically informed conceptual framework for BUAs.
Further thoughts on this month’s theme
in
BROWSING
2023
News, quotes, and insights from the past related to the theme of the November 2023 issue of Kappan, “Mental Health in Schools.”
Journal Article