SlideShare a Scribd company logo
1 of 14
Plagiarism Detection with

By Andrew Wolf
.
Safe Assign
• Plagiarism detection software
• Compares submitted assignments to a
database from:
– Documents on the World Wide Web
– Published articles in ProQuest / Inform databases
– Past student work voluntarily submitted to a
database nationwide
– Past student work submitted locally (not voluntary)

• Available at no additional financial cost
2
Originality Report
(Top Portion)

3
Originality Report
(Bottom Portion)

4
Benefits
• Easy to use
• Integrated with Blackboard grade center
• Students can submit drafts to evaluate
originality of their own papers
• Robust search features
– Large database of WWW and proquest
– Can detect some “disguised plagiarism”

• Creates a report providing easy methods for
faculty to investigate further
5
Concerns
• Privacy and intellectual property concerns

• Risk of false positives
• Risk of false negatives
• Pedagogical concerns
• Significant delays in report generation: hours to
weeks

6
Intellectual Property Concerns
– TurnItIn Lawsuit
• TurnItIn saves all student papers in a database in
perpetuity
• Database is used for comparison to all future
submitted assignments
• High school students in Mclean, VA sued company
for infringement of copyright
• Ruled in favor of TurnItIn – archiving of papers for
use in plagiarism detection was viewed as fair use
– Affirmed by appeals court, but settled prior to advancing to
supreme court
– http://to.pbs.org/x8h5HF
7
Intellectual Property Concerns
Lingering legal issues
• Ruling in favor of TurnItIn based in part by the
informed consent
– Students clicked a check box prior to submitting paper
that they understood how their paper would be used,
and agreed to such use
– Students may still question whether they may be
compelled to agree
– Students may raise legal objections if faculty upload
papers without their consent

• Office of Council is still considering legal
risks
8
Privacy Concerns
• Safe Assign is cloud based
• FERPA compliance has been questioned
– Students must:
• be informed of risks to privacy
• have the right to de-identify their work

• Not HIPAA compliant
– Student work must not contain patient identifiers
• Concern for unintentional HIPAA violations through
“unique characteristics” (rare diseases, place/time of
treatment)
9
Risk of False Positive:
Student falsely accused of plagiarism

• The software can not distinguish properly
cited quotes and plagiarism.
• The software can not distinguish between
common phrases, and plagiarism of truly
proprietary expressions.

10
Risks of False Negatives:
Student get away with plagiarism

• The software only searches web sources
and ProQuest.
• SafeAssign can even miss documents on
the World Wide Web. (Wikipedia).
• The software is not reliable against
“disguised plagiarism”:
– Point changes
– Mosaic plagiarism
11
Pedagogical Issues
• Risk of creating an adversarial climate if
SafeAssign is used a punitive tool
– Undermine motivation
– Change faculty-student relationship toward a
focus on policing and away from facilitation of
learning

12
Recommendations
1. Develop a pilot and test in 2-4 courses this spring.
2. Employ in courses that include plagiarism prevention
strategies
3. Require that the draft function always be turned on for
Safe Assign-ments so that students have the opportunity
to correct their work
4. Students must be informed of privacy issues, and given
the option to de-identify papers before submitting
5. Instructors should be advised not to use the direct submit
option
6. Students are informed of risks to HIPAA and clearly
instructed how to avoid violations
13
Recommended Plagiarism
Prevention Strategies
1. Require multiple drafts of assignments before
final submission
2. Design original assignments that are hard to
plagiarize
3. Provide aids to comprehension of complex texts
4. Provide multiple low-stakes assignments
5. Provide clear guidance on preventing plagiarism
6. Train faculty to interpret the originality reports

14

More Related Content

What's hot

Katherine Woods Resume & Professional Ref
Katherine Woods Resume & Professional RefKatherine Woods Resume & Professional Ref
Katherine Woods Resume & Professional RefKatherine Woods
 
A discovery case study
A discovery case study A discovery case study
A discovery case study marc_davis
 
Database Web Application User Test 2
Database Web Application User Test 2Database Web Application User Test 2
Database Web Application User Test 2Tim Broadwater
 
Database Web Application Usability Testing
Database Web Application Usability TestingDatabase Web Application Usability Testing
Database Web Application Usability TestingTim Broadwater
 
Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)
Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)
Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)Kristin Briney
 
RDA Scholarly Infrastructure 2015
RDA Scholarly Infrastructure 2015RDA Scholarly Infrastructure 2015
RDA Scholarly Infrastructure 2015William Gunn
 
Online materials for the school library power point
Online materials for the school library power pointOnline materials for the school library power point
Online materials for the school library power pointckdozier
 

What's hot (9)

Katherine Woods Resume & Professional Ref
Katherine Woods Resume & Professional RefKatherine Woods Resume & Professional Ref
Katherine Woods Resume & Professional Ref
 
Digital Self Defense
Digital Self DefenseDigital Self Defense
Digital Self Defense
 
A discovery case study
A discovery case study A discovery case study
A discovery case study
 
Database Web Application User Test 2
Database Web Application User Test 2Database Web Application User Test 2
Database Web Application User Test 2
 
SQL Injection
SQL InjectionSQL Injection
SQL Injection
 
Database Web Application Usability Testing
Database Web Application Usability TestingDatabase Web Application Usability Testing
Database Web Application Usability Testing
 
Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)
Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)
Lab Notebooks as Data Management (SLA Winter Virtual Conference 2012)
 
RDA Scholarly Infrastructure 2015
RDA Scholarly Infrastructure 2015RDA Scholarly Infrastructure 2015
RDA Scholarly Infrastructure 2015
 
Online materials for the school library power point
Online materials for the school library power pointOnline materials for the school library power point
Online materials for the school library power point
 

Similar to Detect Plagiarism SafeAssign Software

Plagiarism lesson plan_beginner
Plagiarism lesson plan_beginnerPlagiarism lesson plan_beginner
Plagiarism lesson plan_beginnerthinkict
 
Plagiarism lesson plan_intermediate
Plagiarism lesson plan_intermediatePlagiarism lesson plan_intermediate
Plagiarism lesson plan_intermediatethinkict
 
Validity lessonplan intermediate
Validity lessonplan intermediateValidity lessonplan intermediate
Validity lessonplan intermediatethinkict
 
144 presentation iee_tel2021
144 presentation iee_tel2021144 presentation iee_tel2021
144 presentation iee_tel2021Malinka Ivanova
 
Citing web sources_lesson_plan_intermediate
Citing web sources_lesson_plan_intermediateCiting web sources_lesson_plan_intermediate
Citing web sources_lesson_plan_intermediatethinkict
 
New Identities: Adapting the Academic Library
New Identities: Adapting the Academic LibraryNew Identities: Adapting the Academic Library
New Identities: Adapting the Academic LibraryKaren Quinn-Wisniewski
 
Adapting the Academic Library MD ACRL-MILEX
Adapting the Academic Library MD ACRL-MILEXAdapting the Academic Library MD ACRL-MILEX
Adapting the Academic Library MD ACRL-MILEXKaren Quinn-Wisniewski
 
Putting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education OrganisationPutting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education OrganisationMathieu d'Aquin
 
Teaching Bioinformatics
Teaching BioinformaticsTeaching Bioinformatics
Teaching Bioinformaticsguest705f7e
 
An Open Source Framework for Teaching BIoinformatics
An Open Source Framework for Teaching BIoinformaticsAn Open Source Framework for Teaching BIoinformatics
An Open Source Framework for Teaching BIoinformaticsbosc
 
Linked Data Applications - WWW2010
Linked Data Applications - WWW2010Linked Data Applications - WWW2010
Linked Data Applications - WWW2010Juan Sequeda
 
Final presentation SACES 2014
Final presentation SACES 2014Final presentation SACES 2014
Final presentation SACES 2014cmholmes1
 
How to increase the technical health of your software?
How to increase the technical health of your software?How to increase the technical health of your software?
How to increase the technical health of your software?Tom Mens
 
Scientific Software Challenges and Community Responses
Scientific Software Challenges and Community ResponsesScientific Software Challenges and Community Responses
Scientific Software Challenges and Community ResponsesDaniel S. Katz
 
Learning analytics the good the bad & the ugly
Learning analytics the good the bad & the uglyLearning analytics the good the bad & the ugly
Learning analytics the good the bad & the uglyEduworks Network
 
IT Operations Breakout Session
IT Operations Breakout SessionIT Operations Breakout Session
IT Operations Breakout SessionSplunk
 
2013: The Connected Workplace
2013: The Connected Workplace2013: The Connected Workplace
2013: The Connected Workplacemkeane
 

Similar to Detect Plagiarism SafeAssign Software (20)

Plagiarism lesson plan_beginner
Plagiarism lesson plan_beginnerPlagiarism lesson plan_beginner
Plagiarism lesson plan_beginner
 
Plagiarism lesson plan_intermediate
Plagiarism lesson plan_intermediatePlagiarism lesson plan_intermediate
Plagiarism lesson plan_intermediate
 
Validity lessonplan intermediate
Validity lessonplan intermediateValidity lessonplan intermediate
Validity lessonplan intermediate
 
144 presentation iee_tel2021
144 presentation iee_tel2021144 presentation iee_tel2021
144 presentation iee_tel2021
 
Citing web sources_lesson_plan_intermediate
Citing web sources_lesson_plan_intermediateCiting web sources_lesson_plan_intermediate
Citing web sources_lesson_plan_intermediate
 
New Identities: Adapting the Academic Library
New Identities: Adapting the Academic LibraryNew Identities: Adapting the Academic Library
New Identities: Adapting the Academic Library
 
Adapting the Academic Library MD ACRL-MILEX
Adapting the Academic Library MD ACRL-MILEXAdapting the Academic Library MD ACRL-MILEX
Adapting the Academic Library MD ACRL-MILEX
 
Putting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education OrganisationPutting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education Organisation
 
Final october interviewing_techniques
Final october interviewing_techniquesFinal october interviewing_techniques
Final october interviewing_techniques
 
Teaching Bioinformatics
Teaching BioinformaticsTeaching Bioinformatics
Teaching Bioinformatics
 
An Open Source Framework for Teaching BIoinformatics
An Open Source Framework for Teaching BIoinformaticsAn Open Source Framework for Teaching BIoinformatics
An Open Source Framework for Teaching BIoinformatics
 
Md acrl-program
Md acrl-programMd acrl-program
Md acrl-program
 
Linked Data Applications - WWW2010
Linked Data Applications - WWW2010Linked Data Applications - WWW2010
Linked Data Applications - WWW2010
 
Final presentation SACES 2014
Final presentation SACES 2014Final presentation SACES 2014
Final presentation SACES 2014
 
Data Science and Urban Science @ UW
Data Science and Urban Science @ UWData Science and Urban Science @ UW
Data Science and Urban Science @ UW
 
How to increase the technical health of your software?
How to increase the technical health of your software?How to increase the technical health of your software?
How to increase the technical health of your software?
 
Scientific Software Challenges and Community Responses
Scientific Software Challenges and Community ResponsesScientific Software Challenges and Community Responses
Scientific Software Challenges and Community Responses
 
Learning analytics the good the bad & the ugly
Learning analytics the good the bad & the uglyLearning analytics the good the bad & the ugly
Learning analytics the good the bad & the ugly
 
IT Operations Breakout Session
IT Operations Breakout SessionIT Operations Breakout Session
IT Operations Breakout Session
 
2013: The Connected Workplace
2013: The Connected Workplace2013: The Connected Workplace
2013: The Connected Workplace
 

Recently uploaded

Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdfEnzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdfSumit Tiwari
 
Final demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptxFinal demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptxAvyJaneVismanos
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsanshu789521
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfMahmoud M. Sallam
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17Celine George
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentInMediaRes1
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxsocialsciencegdgrohi
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxEyham Joco
 
Capitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitolTechU
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for BeginnersSabitha Banu
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatYousafMalik24
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 

Recently uploaded (20)

Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdfEnzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
 
Final demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptxFinal demo Grade 9 for demo Plan dessert.pptx
Final demo Grade 9 for demo Plan dessert.pptx
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha elections
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdf
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media Component
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptx
 
9953330565 Low Rate Call Girls In Rohini Delhi NCR
9953330565 Low Rate Call Girls In Rohini  Delhi NCR9953330565 Low Rate Call Girls In Rohini  Delhi NCR
9953330565 Low Rate Call Girls In Rohini Delhi NCR
 
Capitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptx
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for Beginners
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice great
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 

Detect Plagiarism SafeAssign Software

  • 2. Safe Assign • Plagiarism detection software • Compares submitted assignments to a database from: – Documents on the World Wide Web – Published articles in ProQuest / Inform databases – Past student work voluntarily submitted to a database nationwide – Past student work submitted locally (not voluntary) • Available at no additional financial cost 2
  • 5. Benefits • Easy to use • Integrated with Blackboard grade center • Students can submit drafts to evaluate originality of their own papers • Robust search features – Large database of WWW and proquest – Can detect some “disguised plagiarism” • Creates a report providing easy methods for faculty to investigate further 5
  • 6. Concerns • Privacy and intellectual property concerns • Risk of false positives • Risk of false negatives • Pedagogical concerns • Significant delays in report generation: hours to weeks 6
  • 7. Intellectual Property Concerns – TurnItIn Lawsuit • TurnItIn saves all student papers in a database in perpetuity • Database is used for comparison to all future submitted assignments • High school students in Mclean, VA sued company for infringement of copyright • Ruled in favor of TurnItIn – archiving of papers for use in plagiarism detection was viewed as fair use – Affirmed by appeals court, but settled prior to advancing to supreme court – http://to.pbs.org/x8h5HF 7
  • 8. Intellectual Property Concerns Lingering legal issues • Ruling in favor of TurnItIn based in part by the informed consent – Students clicked a check box prior to submitting paper that they understood how their paper would be used, and agreed to such use – Students may still question whether they may be compelled to agree – Students may raise legal objections if faculty upload papers without their consent • Office of Council is still considering legal risks 8
  • 9. Privacy Concerns • Safe Assign is cloud based • FERPA compliance has been questioned – Students must: • be informed of risks to privacy • have the right to de-identify their work • Not HIPAA compliant – Student work must not contain patient identifiers • Concern for unintentional HIPAA violations through “unique characteristics” (rare diseases, place/time of treatment) 9
  • 10. Risk of False Positive: Student falsely accused of plagiarism • The software can not distinguish properly cited quotes and plagiarism. • The software can not distinguish between common phrases, and plagiarism of truly proprietary expressions. 10
  • 11. Risks of False Negatives: Student get away with plagiarism • The software only searches web sources and ProQuest. • SafeAssign can even miss documents on the World Wide Web. (Wikipedia). • The software is not reliable against “disguised plagiarism”: – Point changes – Mosaic plagiarism 11
  • 12. Pedagogical Issues • Risk of creating an adversarial climate if SafeAssign is used a punitive tool – Undermine motivation – Change faculty-student relationship toward a focus on policing and away from facilitation of learning 12
  • 13. Recommendations 1. Develop a pilot and test in 2-4 courses this spring. 2. Employ in courses that include plagiarism prevention strategies 3. Require that the draft function always be turned on for Safe Assign-ments so that students have the opportunity to correct their work 4. Students must be informed of privacy issues, and given the option to de-identify papers before submitting 5. Instructors should be advised not to use the direct submit option 6. Students are informed of risks to HIPAA and clearly instructed how to avoid violations 13
  • 14. Recommended Plagiarism Prevention Strategies 1. Require multiple drafts of assignments before final submission 2. Design original assignments that are hard to plagiarize 3. Provide aids to comprehension of complex texts 4. Provide multiple low-stakes assignments 5. Provide clear guidance on preventing plagiarism 6. Train faculty to interpret the originality reports 14