Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:59:28.392621Z
Paper Citation Record · LEDGER
Tracking Behavioral Patterns among Students in an Online Educational System
As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:1908.08937.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy20
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4bfcc5b4-0422-4662-8b20-eff94bd2a646 · outbound
This paper cites Knowledge of this behavior in an educational system can help us understand how students learn, and help guide the development for op- timal learning based on actual use.
Tracking Behavioral Patterns among Students in an Online Educational System Knowledge of this behavior in an educational system can help us understand how students learn, and help guide the development for op- timal learning based on actual use
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.696870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bb5bd424-8bd8-4213-9f5e-8c4447e831db · outbound
This paper cites We start by describing our data and how it is preprocessed, and then move on to describing our clustering method.
Tracking Behavioral Patterns among Students in an Online Educational System We start by describing our data and how it is preprocessed, and then move on to describing our clustering method
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.681133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 769161f1-31aa-4ed4-ad5a-b4bbfa769b78 · outbound
This paper cites Sev- eral of these algorithms have been adapted for the WNMF case, while approaches based on expectation maximization have also been proposed, see [6].
Tracking Behavioral Patterns among Students in an Online Educational System Sev- eral of these algorithms have been adapted for the WNMF case, while approaches based on expectation maximization have also been proposed, see [6]
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.667324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9f48b20b-01e5-4260-bc08-299ef5dcc608 · outbound
This paper cites The literature explores several ways of initializing U and V; in our case, we will simply use random initialization.
Tracking Behavioral Patterns among Students in an Online Educational System The literature explores several ways of initializing U and V; in our case, we will simply use random initialization
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.654815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a1d4f46b-46b1-4aec-99ea-f2cc4482e1d3 · outbound
This paper cites In the first experiment, we inves- tigate the relation between activity, activity type, subje ct, time of day, average session length and performance.
Tracking Behavioral Patterns among Students in an Online Educational System In the first experiment, we inves- tigate the relation between activity, activity type, subje ct, time of day, average session length and performance
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.641426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b899b329-bc18-4ab3-82ff-004f84dc4ac1 · outbound
This paper cites We have identified three optimal and two sub-optimal behaviors in relation to subject and performance.
Tracking Behavioral Patterns among Students in an Online Educational System We have identified three optimal and two sub-optimal behaviors in relation to subject and performance
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.622481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 17a9e3db-1a43-4d43-952f-57024bd72822 · outbound
This paper cites The authors would like to thank Clio Online, and the reviewers for their thorough and insightful feedback.
Tracking Behavioral Patterns among Students in an Online Educational System The authors would like to thank Clio Online, and the reviewers for their thorough and insightful feedback
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.608002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5db5e3b7-d34c-4bc6-bd5d-b1965fe77662 · outbound
This paper cites Berry, Murray Browne, Amy N.
Tracking Behavioral Patterns among Students in an Online Educational System Berry, Murray Browne, Amy N
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.593605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4fd1b027-57d3-451a-9fb9-e0a4ca3aa68f · outbound
This paper cites Semi-Markov model for simulating MOOC students.
Tracking Behavioral Patterns among Students in an Online Educational System Semi-Markov model for simulating MOOC students
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.579309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7eafdc08-9957-4861-807f-69f6c92dc1c4 · outbound
This paper cites Gelman, Matt Revelle, Carlotta Domeniconi, Kalyan Veeramachaneni, and Aditya Johri.
Tracking Behavioral Patterns among Students in an Online Educational System Gelman, Matt Revelle, Carlotta Domeniconi, Kalyan Veeramachaneni, and Aditya Johri
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.564163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 45db91aa-cbed-4726-9d18-7fe66a5219bd · outbound
This paper cites Sequence modelling for analysing student interaction with educational systems.
Tracking Behavioral Patterns among Students in an Online Educational System Sequence modelling for analysing student interaction with educational systems
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.550284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b89d7d02-8cc8-467d-b0dc-ab65893fb77c · outbound
This paper cites Donnelly, and Sidney K.
Tracking Behavioral Patterns among Students in an Online Educational System Donnelly, and Sidney K
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.536894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d658de01-88c6-4ccd-bfa2-ba5686812f72 · outbound
This paper cites Weighted Nonnegative Matrix Factorization.
Tracking Behavioral Patterns among Students in an Online Educational System Weighted Nonnegative Matrix Factorization
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.523317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 16a6a99b-9257-4978-9cc6-2c45c3d87da7 · outbound
This paper cites Temporally Coherent Clustering of Student Data.
Tracking Behavioral Patterns among Students in an Online Educational System Temporally Coherent Clustering of Student Data
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.510301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9aa94113-00e7-4c6f-ad86-415ce4f61182 · outbound
This paper cites Non Negative Matrix Factorization Clustering Capabilities; Application on Multivariate Image Segmentation.
Tracking Behavioral Patterns among Students in an Online Educational System Non Negative Matrix Factorization Clustering Capabilities; Application on Multivariate Image Segmentation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.495354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0d92c1a2-2d0d-438e-b0f1-d1261e9220ab · outbound
This paper cites Lee and H.
Tracking Behavioral Patterns among Students in an Online Educational System Lee and H
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.480879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a1e2ef33-afd8-4c43-a439-4361fe361862 · outbound
This paper cites Non-negative matrix factorization for clustering: A survey.
Tracking Behavioral Patterns among Students in an Online Educational System Non-negative matrix factorization for clustering: A survey
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.466702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 28d6bad5-72e7-42c9-afe4-017cf19ccb32 · outbound
This paper cites On the Convergence of Multiplicative Update Algorithms for Non-negative Matrix Factorization.
Tracking Behavioral Patterns among Students in an Online Educational System On the Convergence of Multiplicative Update Algorithms for Non-negative Matrix Factorization
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.454104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b1635f59-00b0-4346-b049-3f43ca0735d9 · outbound
This paper cites On Predicting Student Performance Using Low-rank Matrix Factorization Techniques.
Tracking Behavioral Patterns among Students in an Online Educational System On Predicting Student Performance Using Low-rank Matrix Factorization Techniques
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.440301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ce3cd521-2117-4d2e-9381-c00781503a40 · outbound
This paper cites Berry, Victor P.
Tracking Behavioral Patterns among Students in an Online Educational System Berry, Victor P
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:59:28.425547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.