مطالب

The discovery and analysis of community structures in networks has attracted increasing attention in recent years. However there are some well-known quality metrics for detecting and evaluating communities, each of them has its own limitations. In this paper, we first deeply discuss these limitations for community detection and evaluation based on the definitions and formulations of these quality metrics. Then, we perform some experiments on the artificial and real-world networks to demonstrate these limitations. Analyzed quality metrics in this paper include modularity, performance, coverage, normalized mutual information (NMI), conductance, internal density, triangle participation ratio and cut ratio. Comparing with previous works, we go through the limitations of modularity with much more accurate details. Moreover, for the first time, we present some limitations of NMI.  In addition, however it is known that performance has tendency to get high values in large graphs, we explore this limitation by its formulation and discuss several specific cases in which performance even on small graphs gets high scores

In today lives, daily trips of house inhabitants to out is made using closed staircase spaces or lobbies. Lack of a place for neighbourly relation results in less recognition and in some cases there is no neighbourly and friendly relationship. Families and especially kids surrounded in-house space so, today kids have less mobility and cause to depression of inhabitants of apartment houses. In apartments and today houses because of economic function of construction, almost it is seen that yard use as parking or cars commute. This research attempts to recognize yard importance in current residential architect and try to discover yard effects on house inhabitants. To do so, a fieldwork is done and existence aspects of a yard from three perspectives, quality, function and environmental condition regulation, in some houses are investigated and using a comparison of results the most important reasons of the yard are introduced. Generally, these reasons are categorized in two axes: human tends to collective life and a deep relation of the human with nature.

One of basic principles in designing treatment environments is to design air conditioning/ventilation system proportionate to environment. Essentially, appropriate air conditioner in treatment spaces must bear the following capabilities: providing healthy and clean air, reducing the concentration of pollutants produced in the atmosphere, emission of pollutants and impeding their spread in exterior space. Due to significance of the foregoing items in designing treatment spaces, in this research which has been conducted by descriptive-analytic method and using library studies, exامینation of hybrid ventilation system in treatment environments have been dealt with. Designing air conditioners in hospitals include ventilation design methods in form of natural/passive, mechanical, and hybrid ventilation systems. In this research, innovative design approach of hybrid ventilation system of hospitals have been introduced; having studied architecture of Iranian windtowers and greenhouse behavior of building façade and advantages and disadvantages of this system and superiority of the proposed system have been addressed. The system will be designed by using triple-walled shell (for the purpose of heating in winter season and airflow circulation in summer season) and cooling tower (plan design by viewing a vertical space in overall volume of the project and having direct access to AHU Rooms) A considerable advantage of this method is to reduce amount of energy consumption and subsequently decreased suction fan rotation period in cooling tower system as well as energy consumption reduction for heating air via fancoil.