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API as a social glue

Rohan Padhye, Debdoot Mukherjee, Vibha Singhal Sinha
2014 Companion Proceedings of the 36th International Conference on Software Engineering - ICSE Companion 2014  
Thus, the library APIs seem to be a good fingerprint of their skill set. Hence, we argue that library APIs can form the social glue to connect people and projects having similar interests.  ...  Our system recommends to a user new projects and people that they may be interested in, suggests communities of people who use related libraries and finds experts for a given topic who are closest in a  ...  Similarity between two APIs can in turn depend on the similarity of projects that they share, similarity of people who use them and so on.  ... 
doi:10.1145/2591062.2591115 dblp:conf/icse/PadhyeMS14 fatcat:lpfiylqxdjhwfodt2jieiovf2m

Mining Open Source Software (OSS) Data Using Association Rules Network [chapter]

Sanjay Chawla, Bavani Arunasalam, Joseph Davis
2003 Lecture Notes in Computer Science  
Using ARNs we discover important relationships between the attributes of successful OSS projects.  ...  In this paper we report our results of mining data acquired from, the largest open source software hosting website.  ...  We have discovered important inter-relationships between variables which characterize successful OSS projects.  ... 
doi:10.1007/3-540-36175-8_46 fatcat:2t5n2a6d35ezdgvtg36l7rxxlm

Readership Assessment of Missouri's Discover&Enlighten: Implications for Publications and Teaching Programs

Sharon Wood-Turley, Mark Tucker
2003 Journal of Applied Communications  
Nearly 90 percent of the respondents indicated that Discover&Enlighten is a truthful source of information.  ...  communications today.  ...  Based on students' evaluations of the course and faculty observations on the overall experience, we are convinced that this is not only a valid use of class time and student effort, but that it adds a  ... 
doi:10.4148/1051-0834.2174 fatcat:ql44qms6yrgqhoxmfocs5o4bhu

Discovering Network Structure Beyond Communities

Takashi Nishikawa, Adilson E. Motter
2011 Scientific Reports  
characterized by common network properties, including but not limited to communities of densely connected nodes.  ...  Here we overcome this difficulty by combining the visual pattern recognition ability of humans with the high processing speed of computers to develop an exploratory method for discovering groups of nodes  ...  1 | Discovering hidden group structure beyond density-based communities.  ... 
doi:10.1038/srep00151 pmid:22355667 pmcid:PMC3240966 fatcat:jhgx4mmlfrg5pbzzzycsim77e4

Understanding Urban Dynamics via Context-Aware Tensor Factorization with Neighboring Regularization

Jingyuan Wang, Junjie Wu, Ze Wang, Fei Gao, Zhang Xiong
2019 IEEE Transactions on Knowledge and Data Engineering  
The results indicate: 1) NR-cNTF accurately captures four kinds of city rhythms and seventeen spatial communities; 2) the rapid development of Beijing, epitomized by the CBD area, indeed intensifies the  ...  In this paper, we propose a Neighbor-Regularized and context-aware Non-negative Tensor Factorization model (NR-cNTF) to discover interpretable urban dynamics from urban heterogeneous data.  ...  The matrices O, D, and T express the projection relations between R and C.  ... 
doi:10.1109/tkde.2019.2915231 fatcat:ghoaa73yorbf3gkpkmutdlym3y

Estimating Social Tie Strength for Autonomous D2D Collaborations

Jang Ho Choi, Dong Oh Kang, Joon Young Jung, Changseok Bae
2015 International Journal of Future Computer and Communication  
Index Terms-Device social, social relationship, social network, internet of things, communication, relationship model, tie strength.  ...   Abstract-With the new paradigm, Internet of Things, devices are now able to share services and resources generating higher level of services.  ...  The second group has similar number of incoming and outgoing communications, in which most of project managers fall on this category.  ... 
doi:10.7763/ijfcc.2015.v4.346 fatcat:icwolc2zujaxtaru5r3se5umsa

Discovering Potential Partners via Projection-Based Link Prediction in the Supply Chain Network

Zhi-Gang Lu, Qian Chen
2020 International Journal of Computational Intelligence Systems  
A B S T R A C T As reserving a certain number of potential partners plays a significant role in alleviating existing partners' collaborative interruption risks, we investigate the process of discovering  ...  In this situation, a novel model which applies projection-based link prediction method to discover potential partners in the supply chain network is proposed.  ...  ACKNOWLEDGMENTS We thank the financial sponsor from Natural Science Foundation of Shanghai (grant number 18ZR1416900).  ... 
doi:10.2991/ijcis.d.200813.001 fatcat:etiyt3moxvb4bpyy5te3ezcity

Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph Embeddings [article]

Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann, Maria-Esther Vidal
2020 arXiv   pre-print
In particular, we focus on the identification of similar standards, i.e., communities of standards, and analyze their properties to detect unknown relations.  ...  We study the relatedness among standards and frameworks based on community analysis to discover knowledge that helps to cope with interoperability conflicts between standards.  ...  TransE, TransH, and TranR represent the entity embeddings as (e i , e j ∈ R d ), while TransD characterizes the entity embeddings as: (e i , w ei ∈ R d − e i , w ej ∈ R d ).  ... 
arXiv:2006.04556v1 fatcat:a5qtwinpnrgsth2ub34xfdodfa

Behavioral Graph Analysis of Internet Applications

Kuai Xu, Feng Wang
2011 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011  
similar social behavior of end hosts but also have similar characteristics in the aggregated traffic.  ...  Through a vector of graph properties including coefficient clustering that capture social behaviors of end hosts, we discover the inherent clustered groups of Internet applications that not only exhibit  ...  one-mode projection graphs to discover social-behavior similarity among end hosts in the same network prefixes.  ... 
doi:10.1109/glocom.2011.6133613 dblp:conf/globecom/XuW11 fatcat:bclko7hejfe2bpa27ur4sa3k6a

Model order selection for bio-molecular data clustering

Alberto Bertoni, Giorgio Valentini
2007 BMC Bioinformatics  
linear combinations of the input variables, and by using stability indices based on the overall distribution of similarity measures between multiple pairs of clusterings performed on the randomly projected  ...  data, the assessment of the statistical significance of the discovered clustering solutions and the detection of multiple structures simultaneously present in high-dimensional bio-molecular data are still  ...  Acknowledgements This work has been developed in the context of CIMAINA Center of Excellence, and it has been funded by the Italian COFIN project Linguaggi formali ed automi: metodi, modelli ed applicazioni  ... 
doi:10.1186/1471-2105-8-s2-s7 pmid:17493256 pmcid:PMC1892076 fatcat:2xe26yczwzfcbh3yj2lmsqwuii

Organization Mining Using Online Social Networks [article]

Michael Fire, Rami Puzis, Yuval Elovici
2013 arXiv   pre-print
Organizations wanting to conceal their internal structure, identity of leaders, location and specialization of branches offices, etc., must enforce strict policies to control the use of social media by  ...  Using a web crawler designed for this purpose, we extract a network of informal social relationships among employees of a given target organization.  ...  Availability Anonymous version of the organizations' social network topologies are available for other researchers to use on our research group website  ... 
arXiv:1303.3741v2 fatcat:3gbfjdnrwnd3ddukgxostlrovu

Probabilistic models for discovering e-communities

Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha
2006 Proceedings of the 15th international conference on World Wide Web - WWW '06  
Experimental studies on Enron email corpus show that our approach successfully detects the communities of individuals and in addition provides semantic topic descriptions of these communities.  ...  The increasing amount of communication between individuals in e-formats (e.g. email, Instant messaging and the Web) has motivated computational research in social network analysis (SNA).  ...  + V β C U T qr + γ Σ q C U T q r + U γ C T C rp + α Σ r C T C r p + T α (11) Hence the computation of CUT2 demands the storage of three 2-D matrices: C W U , C U T and C T C .  ... 
doi:10.1145/1135777.1135807 dblp:conf/www/ZhouMLGZ06 fatcat:qt7gtv3fnnei7kgkd6lwr6lp64

Local Community Detection via Edge Weighting [chapter]

Weiji Zhao, Fengbin Zhang, Jinglian Liu
2016 Lecture Notes in Computer Science  
In our algorithm, we discover local community by giving priority to shell node which has maximal similarity with the current local community.  ...  Local community detection aims at discovering a community from a seed node by maximizing a given goodness metric.  ...  The project is supported by National Natural Science Foundation of China (61172168).  ... 
doi:10.1007/978-3-319-48051-0_6 fatcat:p755ipedavbfzdvkcmu5jvhhay

D8.3 – Supporting Aggregators at Third-party Installations (OpenAIRE D-NET Software-Toolkit As-a- Service)

Paolo Manghi, Claudio Atzori, Alessia Bardi
2019 Zenodo  
The OpenAIRE technical infrastructure includes services dedicated to the aggregation of metadata about objects of the research life-cycle for the materialization of a scholarly communication graph.  ...  National Contact Points (NCP) like ministries and libraries, research communities, research initiatives, national and regional aggregators) in order to facilitate the realization of sustainable metadata  ...  Publishable Summary P R O V I S I O N I N G O F T H E D -N E T A G G R E G A T O R A N D T H E O P E N A I R E B R O K E R S E R V I C E T O T H I R D -P A R T I E S The OpenAIRE technical infrastructure  ... 
doi:10.5281/zenodo.3701413 fatcat:prrjgnakc5hetgrepa7i3m5g4q

The Ecosystem Knowledge Explorer: A Tool to Systematically Discover External Knowledge

Behrooz Khademi
2019 Technology Innovation Management Review  
for joint R&D projects.  ...  Constructs and variables for R&D Networks For R&D, a node may represent an inventor, an R&D unit, a region or a country. Accordingly, separate units of analysis are considered.  ... 
doi:10.22215/timreview/1253 fatcat:moeabrujorfprfdrc3rzcbg4bq
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