A survey on scholarly data: From big data perspective

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Information Processing & Management

• Publication date

  2017-07-01

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1016/J.IPM.2017.03.006
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Grand challenges in altmetrics: heterogeneity, data quality and dependencies

  2016cited by this paper
• Babel: A Platform for Facilitating Research in Scholarly Article Discovery

  2016cited by this paper
• Information Sources and Indicators for the Assessment of Journal Reputation and Impact

  2016cited by this paper
• Microsoft Academic (Search)

  2016cited by this paper
• VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data

  2016cited by this paper
• Candidate document retrieval for cross-lingual plagiarism detection using two-level proximity information

  2016cited by this paper
• AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data

  2016cited by this paper
• Big Data: Principles and Paradigms

  2016cited by this paper
• Entity disambiguation to Wikipedia using collective ranking

  2016cited by this paper
• Grand Challenges in Measuring and Characterizing Scholarly Impact

  2016cited by this paper
• Exploiting Publication Contents and Collaboration Networks for Collaborator Recommendation

  2016cited by this paper
• RLetters: A Web-Based Application for Text Analysis of Journal Articles

  2016cited by this paper
• A Recommendation System Based on Hierarchical Clustering of an Article-Level Citation Network

  2016cited by this paper
• Can Scientific Impact Be Predicted?

  2016cited by this paper
• Research-paper recommender systems: a literature survey

  2015cited by this paper
• A New Approach for Scholars Matching Using Universal Quantifier Queries

  2015cited by this paper
• System development for research map visualisation

  2015cited by this paper
• Recommender Systems Handbook

  2015cited by this paper
• A novel method for expert finding in online communities based on concept map and PageRank

  2015cited by this paper
• Big data analytics and business analytics

  2015cited by this paper
• Uncertainty Representation in Visualizations of Learning Analytics for Learners: Current Approaches and Opportunities

  2015cited by this paper
• Provenance Research Issues and Challenges in the Big Data Era

  2015cited by this paper
• Big-Data Processing Techniques and Their Challenges in Transport Domain

  2015cited by this paper
• Concept Hierarchy Extraction from Textbooks

  2015cited by this paper
• The Role of Cloud Computing Architecture in Big Data

  2015cited by this paper
• Railway Assets: A Potential Domain for Big Data Analytics

  2015cited by this paper
• Collaborator recommendation in interdisciplinary computer science using degrees of collaborative forces, temporal evolution of research interest, and comparative seniority status

  2015cited by this paper
• Towards cloud based big data analytics for smart future cities

  2015cited by this paper
• A Multilevel Information Mining Approach for Expert Recommendation in Online Scientific Communities

  2015cited by this paper
• The rise of "big data" on cloud computing: Review and open research issues

  2015cited by this paper
• Scientific Collaborator Recommendation in Heterogeneous Bibliographic Networks

  2015cited by this paper
• Digital Library Recommender System on Hadoop

  2015cited by this paper
• A Visualization of Research Papers Based on the Topics and Citation Network

  2015cited by this paper
• Linked 'Big' Data: Towards a Manifold Increase in Big Data Value and Veracity

  2015cited by this paper
• Big Scholarly Data in CiteSeerX: Information Extraction from the Web

  2015cited by this paper
• COSMOS: Towards an integrated and scalable service for analysing social media on demand

  2015cited by this paper
• A hybrid approach to discover semantic hierarchical sections in scholarly documents

  2015cited by this paper
• MVCWalker: Random Walk-Based Most Valuable Collaborators Recommendation Exploiting Academic Factors

  2014cited by this paper
• iCARE: A framework for big data-based banking customer analytics

  2014cited by this paper
• Towards building a scholarly big data platform: Challenges, lessons and opportunities

  2014cited by this paper
• Visualizing Bibliometric Networks

  2014cited by this paper
• Why name ambiguity resolution matters for scholarly big data research

  2014cited by this paper
• A Linked-Data-Driven Web Portal for Learning Analytics: Data Enrichment, Interactive Visualization, and Knowledge Discovery

  2014cited by this paper
• Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

  2014cited by this paper
• The Number of Scholarly Documents on the Public Web

  2014cited by this paper
• Crowd-sourcing Web knowledge for metadata extraction

  2014cited by this paper
• Big data analytics in healthcare: promise and potential

  2014cited by this paper
• Scholarly big data information extraction and integration in the CiteSeerχ digital library

  2014cited by this paper
• CiteSeer x : A Scholarly Big Dataset

  2014cited by this paper
• Citation-based Plagiarism Detection

  2014cited by this paper
• RefSeer: A citation recommendation system

  2014cited by this paper
• A Web Service for Scholarly Big Data Information Extraction

  2014cited by this paper
• Searching online book documents and analyzing book citations

  2013cited by this paper
• Figure Metadata Extraction from Digital Documents

  2013cited by this paper
• Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning

  2013cited by this paper
• Docear's PDF inspector: title extraction from PDF files

  2013cited by this paper
• Near duplicate detection in an academic digital library

  2013cited by this paper
• Scaling SeerSuite in the Cloud

  2013cited by this paper
• Evaluation of header metadata extraction approaches and tools for scientific PDF documents

  2013cited by this paper
• Clouds for Scalable Big Data Analytics

  2013cited by this paper
• A figure search engine architecture for a chemistry digital library

  2013cited by this paper
• Leveraging Web Intelligence for Finding Interesting Research Datasets

  2013cited by this paper
• Can back-of-the-book indexes be automatically created?

  2013cited by this paper
• Measuring Term Informativeness in Context

  2013cited by this paper
• Table of Contents Recognition and Extraction for Heterogeneous Book Documents

  2013cited by this paper
• Cloud Based Predictive Analytics: Text Classification, Recommender Systems and Decision Support

  2013cited by this paper
• CV-PCR: a context-guided value-driven framework for patent citation recommendation

  2013cited by this paper
• Open access: The true cost of science publishing

  2013cited by this paper
• Document similarity detection using semantic social network analysis on RDF citation graph

  2013cited by this paper
• A novel method based on concept map for expert finding in online communities

  2013cited by this paper
• Open Access: The True Cost of Science Publishing

  2013cited by this paper
• Big Data computing and clouds: Trends and future directions

  2013cited by this paper
• Similar researcher search in academic environments

  2012cited by this paper
• On the mathematical relationship between expected n-call@k and the relevance vs. diversity trade-off

  2012cited by this paper
• Improving algorithm search using the algorithm co-citation network

  2012cited by this paper
• Parallel data processing with MapReduce: a survey

  2012cited by this paper
• Is Google Scholar useful for bibliometrics? A webometric analysis

  2012cited by this paper
• Entity resolution using search engine results

  2012cited by this paper
• The evolution of a crawling strategy for an academic document search engine: whitelists and blacklists

  2012cited by this paper
• Recommending citations: translating papers into references

  2012cited by this paper
• Venue Recommendation: Submitting Your Paper with Style

  2012cited by this paper
• Discovery & Refinement of Scientific Information via a Recommender System

  2012cited by this paper
• AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries

  2012cited by this paper
• Citation network visualization of CiteSeer dataset

  2012cited by this paper
• A New Metric for Measuring Relatedness of ScientificPapers Based on Non-Textual Features

  2012cited by this paper
• Coherent Citation-Based Summarization of Scientific Papers

  2011cited by this paper
• A Framework for Cloud-Based Large-Scale Data Analytics and Visualization: Case Study on Multiscale Climate Data

  2011cited by this paper
• Structure extraction from PDF-based book documents

  2011cited by this paper
• CollabSeer: a search engine for collaboration discovery

  2011cited by this paper
• Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries

  2011cited by this paper
• Content-based Recommender Systems: State of the Art and Trends

  2011cited by this paper
• A Comprehensive Survey of the Reviewer Assignment Problem

  2010cited by this paper
• Utilizing Context in Generative Bayesian Models for Linked Corpus

  2010cited by this paper
• Who should I cite: learning literature search models from citation behavior

  2010cited by this paper
• Citations to the “Introduction to informetrics” indexed by WOS, Scopus and Google Scholar

  2010cited by this paper
• Detecting, identifying and visualizing research groups in co-authorship networks

  2010cited by this paper
• Automated analysis of images in documents for intelligent document search

  2009cited by this paper
• GROBID: Combining Automatic Bibliographic Data Recognition and Term Extraction for Scholarship Publications

  2009cited by this paper
• Disambiguating authors in academic publications using random forests

  2009cited by this paper
• Using Citations to Generate surveys of Scientific Paradigms

  2009cited by this paper

• Geo-Lecture : Exploiting location-based recommendation in the context of lecture attendance tracking using a geographical information system (GIS)

  2026cites this paper
• Big Data Sharing: A Comprehensive Survey

  2025cites this paper
• Comprehensive review of academic search systems: evolution, analysis, and future research directions

  2025cites this paper
• Knowledge Organization and the Technological Challenges of the Big Data Era

  2025cites this paper
• Understanding big data analysis: Framework for exploring traits, business values, and challenges in E-commerce

  2024cites this paper
• OpenResearcher: Unleashing AI for Accelerated Scientific Research

  2024cites this paper
• 15 years of Big Data: a systematic literature review

  2024cites this paper
• ArZiGo: A recommendation system for scientific articles

  2024cites this paper
• Exploring the landscape of big data applications in librarianship: a bibliometric analysis of research trends and patterns

  2024cites this paper
• Impact of medical technologies may be predicted using constructed graph bibliometrics

  2024cites this paper
• Resilience as a Concept for Convergence Across Health, Systems, and Well-Being: An AI-Augmented Mapping of 50 Years of Resilience Research

  2024cites this paper
• SRRS: Design and Development of a Scholarly Reciprocal Recommendation System

  2024cites this paper
• The bibliometric journey towards technological and social change: A review of current challenges and issues

  2023cites this paper
• Chapter Two - Bivariate, cluster, and suitability analysis of NoSQL solutions for big graph applications

  2023cites this paper
• Effects of members' response styles in an online depression community based on text mining and empirical analysis

  2023cites this paper
• Academic mobility from a big data perspective

  2023cites this paper
• Challenges of big data analytics for sustainable supply chains in healthcare – a resource-based view

  2023cites this paper
• Linking Scholarly Datasets - The EOSC Perspective

  2023cites this paper
• EMAKG: An Enhanced Version Of The Microsoft Academic Knowledge Graph

  2022cites this paper
• The Rise of Cyberinfrastructure for Environmental Applications Special Issue: DIGITAL WATER

  2022cites this paper
• Preprocessing framework for scholarly big data management

  2022cites this paper
• Data Collection and Evolution Modeling of Fitness Running Based on Digital Information Technology

  2022cites this paper
• A Systematic Overview of the Machine Learning Methods for Mobile Malware Detection

  2022cites this paper
• A scholarly network of AI research with an information science focus: Global North and Global South perspectives

  2022cites this paper
• Enriching Scholarly Knowledge with Context

  2022cites this paper
• A review on method entities in the academic literature: extraction, evaluation, and application

  2022cites this paper
• TAXONOMY OF DATA INCONSISTENCIES IN BIG DATA

  2021cites this paper
• VOPRec: Vector Representation Learning of Papers with Text Information and Structural Identity for Recommendation

  2021cites this paper
• Content-Enhanced Network Embedding for Academic Collaborator Recommendation

  2021cites this paper
• Big Data Analytics in Building the Competitive Intelligence of Organizations

  2021cites this paper
• A Systematic Literature Review on the Mobile Malware Detection Methods

  2021cites this paper
• The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large

  2021cites this paper
• Cross-lingual citations in English papers: a large-scale analysis of prevalence, usage, and impact

  2021cites this paper
• The Significance of Big Data in the Success of SMEs in Emerging Markets: A Case of South Africa

  2021cites this paper
• ESRA: Explainable Scientific Research Assistant

  2021cites this paper
• Fuzzy Semantic Classification of Multi-Domain E-Learning Concept

  2021cites this paper
• GRASP: Graph-based Mining of Scientific Papers

  2021cites this paper
• Modeling the Big Data challenges in context of smart cities – an integrated fuzzy ISM-DEMATEL approach

  2021cites this paper
• Algorithms mention in full-text content of article from NLP domain: A comparative analysis between English and Chinese

  2021cites this paper
• FacetsBase: A Key-Value Store Optimized for Querying on Scholarly Data

  2021cites this paper
• Understanding and predicting the dissemination of scientific papers on social media: a two-step simultaneous equation modeling–artificial neural network approach

  2021cites this paper
• DaLiF: a data lifecycle framework for data-driven governments

  2021cites this paper
• Factors Affecting the Efficiency of University Administration Based on Big Data Analysis

  2021cites this paper
• Design and implementation of an academic expert system through big data analysis

  2021cites this paper
• Decision Support System for Solving Reviewer Assignment Problem

  2021cites this paper
• Venue Topic Model–enhanced Joint Graph Modelling for Citation Recommendation in Scholarly Big Data

  2020cites this paper
• Attribute-Aware Graph Recurrent Networks for Scholarly Friend Recommendation Based on Internet of Scholars in Scholarly Big Data

  2020cites this paper
• HNRWalker: recommending academic collaborators with dynamic transition probabilities in heterogeneous networks

  2020cites this paper
• The Challenge of Evaluating Virtual Communities of Practice: A Systematic Mapping Study

  2020cites this paper
• Role of Digital Image Processing in Image Art under the Background of Big Data

  2020cites this paper
• The Construction of Off-School Practice Teaching Base for Investment Major Based on Big Data

  2020cites this paper
• Internet of Things (IoT): Concepts and Applications

  2020cites this paper
• Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis

  2020cites this paper
• Performance-based evaluation of academic libraries in the big data era

  2020cites this paper
• Big Networks: A Survey

  2020cites this paper
• ReviewerNet: A visualization platform for the selection of academic reviewers

  2020cites this paper
• RETRACTED: Information network security construction based on depth learning and modulus algorithm

  2020cites this paper
• Supervising Data Transmission Services Using Secure Cloud Based Validation and Admittance Control Mechanism

  2020cites this paper
• Prioritisation of Challenges Towards Development of Smart Manufacturing Using BWM Method

  2020cites this paper
• TermBall: Tracking and Predicting Evolution Types of Research Topics by Using Knowledge Structures in Scholarly Big Data

  2020cites this paper
• IoT for Crowd Sensing and Crowd Sourcing

  2020cites this paper
• Data-driven Computational Social Science: A Survey

  2020cites this paper
• A data-driven approach to predict first-year students’ academic success in higher education institutions

  2020cites this paper
• A Combined Bioinspired Algorithm for Big Data Processing

  2020cites this paper
• Construction of Intelligent Campus Information Under the Background of Big Data

  2020cites this paper
• Recent Advances in Big Data: Features, Classification, Analytics, Research Challenges, and Future Trends

  2020cites this paper
• Human-computer system design of entrepreneurship education based on artificial intelligence and image feature retrieval

  2020cites this paper
• Digital Libraries at Times of Massive Societal Transition: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, November 30 – December 1, 2020, Proceedings

  2020cites this paper
• A Large-Scale Analysis of Cross-lingual Citations in English Papers

  2020cites this paper
• Scholarly data mining: A systematic review of its applications

  2020cites this paper
• Wikipedia

  2020cites this paper
• Attributed Collaboration Network Embedding for Academic Relationship Mining

  2020cites this paper
• Collaborator Recommendation Based on Dynamic Attribute Network Representation Learning

  2020cites this paper
• Information Innovation of Tourism Cultural and Creative Product Design under the Background of Big Data

  2020influential citation
• Heterogeneous academic network embedding based multivariate random-walk model for predicting scientific impact

  2020cites this paper
• Application of cortical learning algorithms to movement classification towards automated video forensics

  2019cites this paper
• Research on Computer Network Information Security and Protection Countermeasure in Big Data Era

  2019cites this paper
• Big and open linked data analytics ecosystem: Theoretical background and essential elements

  2019cites this paper
• Storage Solutions for Big Data Systems: A Qualitative Study and Comparison

  2019cites this paper
• CHAPTER BIO-INSPIRED ALGORITHMS FOR BIG DATA ANALYTICS : A SURVEY , TAXONOMY , AND OPEN CHALLENGES 1

  2019cites this paper
• Advanced technologies and systems for collaboration and computer supported cooperative work

  2019cites this paper
• COMICS: a community property-based triangle motif clustering scheme

  2019cites this paper
• A K-Means Based Multi-level Text Clustering Algorithm for Retrieval of Research Information

  2019influential citation
• Bio-Inspired Algorithms for Big Data Analytics: A Survey, Taxonomy, and Open Challenges

  2019cites this paper
• Academic social networks: Modeling, analysis, mining and applications

  2019cites this paper
• The Big Data Research Ecosystem

  2019cites this paper
• Sustainable Collaborator Recommendation Based on Conference Closure

  2019cites this paper
• A Spark ML driven preprocessing approach for deep learning based scholarly data applications

  2019cites this paper
• Scholarly Collaboration Patterns Analytics: Moroccan Research Use Case

  2019cites this paper
• ReviewerNet: Visualizing Citation and Authorship Relations for Finding Reviewers

  2019cites this paper
• Bibliometric-enhanced information retrieval: a novel deep feature engineering approach for algorithm searching from full-text publications

  2019cites this paper
• Mining knowledge entities in mHealth literature

  2019cites this paper
• Data Mining and Information Retrieval in the 21st century: A bibliographic review

  2019cites this paper
• Career Age-Aware Scientific Collaborator Recommendation in Scholarly Big Data

  2019cites this paper
• Big data adoption: State of the art and research challenges

  2019cites this paper
• Study on the College Teaching Support Service System Based on Data Mining and Internet Platform

  2019cites this paper
• Analysis of debt-paying ability of real estate enterprises based on fuzzy mathematics and K-means algorithm

  2019cites this paper
• Farklı İş Yükleri Altında NoSQL Sistemlerinin Performans Analizi

  2019cites this paper
• BUILDING A REFERENCE ARCHITECTURE FOR VIRTUAL RESEARCH ENVIRONMENTS

  2019cites this paper
• CSTeller: forecasting scientific collaboration sustainability based on extreme gradient boosting

  2019cites this paper