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Data Science and Engineering

Springer-Verlag

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Add abstracts to 137 articles

Abstracts are what surface your work in Google Scholar, Dimensions, and OpenAlex.

Medium impact137 DOIs
2

Attach ORCID iDs across 112 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

Medium impact112 DOIs
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Deposit reference lists for 18 records

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Low impact18 DOIs

DOIs for this ISSN

Showing the top 5 of 351 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Medical Big Data: Neurological Diseases Diagnosis Through Me… (10.1007/s41019-016-0011-3)
Abstract ORCID
112.28 175
2 Big Data Reduction Methods: A Survey (10.1007/s41019-016-0022-0)
Abstract ORCID
109.93 157
3 Estimating the Optimal Number of Clusters k in a Dataset Usi… (10.1007/s41019-019-0091-y)
Abstract ORCID
93.46 73
4 Top-k Team Recommendation and Its Variants in Spatial Crowds… (10.1007/s41019-017-0037-1)
Abstract ORCID
88.17 57
5 Scaling Word2Vec on Big Corpus (10.1007/s41019-019-0096-6)
Abstract ORCID
83.60 46
6 Efficient Breadth-First Search on Massively Parallel and Dis… (10.1007/s41019-016-0024-y)
Abstract ORCID
78.99 37
7 Graph-Based RDF Data Management (10.1007/s41019-016-0029-6)
Abstract ORCID
76.57 33
8 Graph Partitioning for Distributed Graph Processing (10.1007/s41019-017-0034-4)
Abstract ORCID
75.26 31
9 Sentiment Classification Using Negative and Intensive Sentim… (10.1007/s41019-019-0094-8)
Abstract ORCID
75.26 31
10 The New Hardware Development Trend and the Challenges in Dat… (10.1007/s41019-018-0072-6)
Abstract ORCID
74.57 30
11 Time for Addressing Software Security Issues: Prediction Mod… (10.1007/s41019-016-0019-8)
Abstract ORCID
69.90 24
12 Big Graph Analyses: From Queries to Dependencies and Associa… (10.1007/s41019-016-0025-x)
Abstract ORCID
67.12 21
13 Investigating TSP Heuristics for Location-Based Services (10.1007/s41019-016-0030-0)
Abstract ORCID
63.94 18
14 Local Weighted Matrix Factorization for Top-n Recommendation… (10.1007/s41019-017-0032-6)
Abstract ORCID
63.94 18
15 MMM: Multi-source Multi-net Micro-video Recommendation with… (10.1007/s41019-019-00101-4)
Abstract ORCID
63.94 18
16 Distributed Similarity Queries in Metric Spaces (10.1007/s41019-019-0095-7)
Abstract ORCID
63.94 18
17 Efficient and Secure Storage for Outsourced Data: A Survey (10.1007/s41019-016-0018-9)
Abstract ORCID
62.76 17
18 Evolutionary Active Constrained Clustering for Obstructive S… (10.1007/s41019-018-0080-6)
Abstract ORCID
62.76 17
19 Discovering Hierarchical Subgraphs of K-Core-Truss (10.1007/s41019-018-0068-2)
Abstract ORCID
61.52 16
20 Neural-Brane: Neural Bayesian Personalized Ranking for Attri… (10.1007/s41019-019-0092-x)
Abstract ORCID
61.52 16
21 A Hybrid Deep Learning Architecture for Latent Topic-based I… (10.1007/s41019-018-0063-7)
Abstract ORCID
58.80 14
22 Talent Flow Analytics in Online Professional Network (10.1007/s41019-018-0070-8)
Abstract ORCID
57.31 13
23 A Cryptographically Enforced Access Control with a Flexible… (10.1007/s41019-016-0014-0)
Abstract ORCID
55.70 12
24 Editorial: Introduction to Data Security and Privacy (10.1007/s41019-016-0021-1)
Abstract ORCID
55.70 12
25 Regular Decomposition of Large Graphs: Foundation of a Sampl… (10.1007/s41019-019-0084-x)
Abstract ORCID
55.70 12
26 A Data-Driven Evaluation for Insider Threats (10.1007/s41019-016-0009-x)
Abstract ORCID
53.96 11
27 Landmark-Based Route Recommendation with Crowd Intelligence (10.1007/s41019-016-0013-1)
Abstract ORCID
53.96 11
28 Evaluations of Similarity Measures on VK for Link Prediction (10.1007/s41019-018-0073-5)
Abstract ORCID
53.96 11
29 K-Connected Cores Computation in Large Dual Networks (10.1007/s41019-018-0078-0)
Abstract ORCID
53.96 11
30 Formal Modelling of Data Integration Systems Security Polici… (10.1007/s41019-016-0016-y)
Abstract ORCID
52.07 10
31 Low-Overhead Paxos Replication (10.1007/s41019-017-0039-z)
Abstract ORCID
52.07 10
32 Sliding Window Top-K Monitoring over Distributed Data Stream… (10.1007/s41019-017-0053-1)
Abstract ORCID
52.07 10
33 Approximate Query Processing: What is New and Where to Go? (10.1007/s41019-018-0074-4)
Abstract
50.53 104
34 Distance-Aware Selective Online Query Processing Over Large… (10.1007/s41019-016-0023-z)
Abstract ORCID
50.00 9
35 Bus-OLAP: A Data Management Model for Non-on-Time Events Que… (10.1007/s41019-018-0061-9)
Abstract ORCID
50.00 9
36 Deep Learning for User Interest and Response Prediction in O… (10.1007/s41019-019-00115-y)
ORCID
49.67 96
37 A Practical Privacy-Preserving Recommender System (10.1007/s41019-016-0020-2)
Abstract
48.73 88
38 A Survey on Advancing the DBMS Query Optimizer: Cardinality… (10.1007/s41019-020-00149-7)
ORCID
48.49 86
39 Retrieval-Augmented Generation for AI-Generated Content: A S… (10.1007/s41019-025-00335-5)
Abstract
48.49 86
40 Guiding the Training of Distributed Text Representation with… (10.1007/s41019-017-0040-6)
Abstract ORCID
47.71 8
41 Graph Learning for Combinatorial Optimization: A Survey of S… (10.1007/s41019-021-00155-3)
ORCID
47.16 76
42 On the Meaningfulness of “Big Data Quality” (Invited Paper) (10.1007/s41019-015-0004-7)
Abstract
45.65 66
43 Provenance-Aware Knowledge Representation: A Survey of Data… (10.1007/s41019-020-00118-0)
ORCID
44.09 57
44 A Survey of Cross-lingual Sentiment Analysis: Methodologies,… (10.1007/s41019-022-00187-3)
ORCID
43.90 56
45 Private Blocking Technique for Multi-party Privacy-Preservin… (10.1007/s41019-017-0041-5)
Abstract ORCID
42.25 6
46 Data Privacy Protection Mechanisms in Cloud (10.1007/s41019-017-0046-0)
Abstract
41.09 43
47 Which Category Is Better: Benchmarking Relational and Graph… (10.1007/s41019-019-00110-3)
ORCID
40.84 42
48 Efficient Subgraph Matching on Large RDF Graphs Using MapRed… (10.1007/s41019-019-0090-z)
Abstract
40.32 40
49 Multi-Task Learning for Abstractive and Extractive Summariza… (10.1007/s41019-019-0087-7)
Abstract
39.49 37
50 A Survey of Personalized News Recommendation (10.1007/s41019-023-00228-5)
ORCID
39.49 37