The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
In this paper, we mainly do the research about the non-overlapping community discovery. We use the GN algorithm and LP algorithm to test the randomly generated network, and compare the two algorithms in two layers, which are the time complexity level, and the static network's synchronization capability level. The simulation results show that the two algorithms are applicable to different scenes.
Link prediction is important for inferring interactions among members in incomplete networks. For a given snapshot of network by sparse sampling, most link prediction methods only consider one scale information, like global or local information, and it is hard to combine them together. A probabilistic model is established to give a theoretical guarantee of the information combinations. Meanwhile a...
Link prediction in networks is of both theoretical interest and practical significance in many branches of science, and a great number of algorithms are based on microscale (common neighbours) or mesoscale (communities) information of observed networks. Either microscale or mesoscale methods are limited in the understanding of the topological properties at the corresponding scales. This article proposes...
With the continuous expansion of the network size, some networks gradually present the characteristics of social networks, especially, scale-free networks. At present, some theoretical studies of scale-free networks are mainly based on simulated platforms. Based on this, the question that how we fast simulate a network model possessing scale-free effects and presenting related characteristics of realistic...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.