AI Chef Trainer: Introducing Students to the Importance of Data in Machine Learning. - Movahed, Saniya Vahedian; Martin, Fred (2025)

Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings. - Wiatrek, Nathan; Verma, Yash; Martin, Fred (2025)

From Pre-Conceptions to Theories: How Middle School Student Ideas about Predictive Text Evolve after Interaction with a New Software Tool. - Movahed, Saniya Vahedian; Martin, Fred (2025)

From Play to Pedagogy: Discovering the Ecosystem of AI Educational Tools and Curricula. - Movahed, Saniya Vahedian; Martin, Fred (2025)

IntoTheRabbitHole: A Web Application for Teaching Middle School Students About Search Algorithms. - Rajarajan, Pragathi Durga; Martin, Fred (2025)

TrainYourSnakeAI: A Novel Tool to Teach Reinforcement Learning to Middle School Students. - Hinojosa, Cesar; Kumar, Priyanka; Rajarajan, Pragathi Durga; Martin, Fred (2025)

Building Teacher and Community Networks for Sustainable Middle School Computer Science Education: Experiences from Two Pairs of Teachers. - Thomas-Cappello, Elizabeth; Ni, Lijun; Bausch, Gillian; Martin, Fred; Feliciano, Bernardo; Mir, Foozieh; Schilder, Diane (2025)

A Research-Oriented Course in Developing Tools to Teach AI. - Martin, Fred G.; Tagare, Deepti; Sanusi, Ismaila Temitayo (2025)

How Teachers Integrate Data Science into Their Instruction for Middle-Grades Learners. - Sanusi, Ismaila Temitayo; Muñoz, Marissa; Martin, Fred G. (2025)

Ask Me Anything: Exploring children's attitudes toward an age-tailored AI-powered chatbot. - Movahed, Saniya Vahedian; Martin, Fred (CoRR, 2025)

Creating Apps for Community and Social Good: Preliminary Learning Outcomes from a Middle School Computer Science Curriculum. - Ni, Lijun; Bausch, Gillian; Thomas-Cappello, Elizabeth; Martin, Fred; Feliciano, Bernardo (ACM Trans. Comput. Educ., 2024)

AI MyData: Fostering Middle School Students' Engagement with Machine Learning through an Ethics-Infused AI Curriculum. - Sanusi, Ismaila Temitayo; Martin, Fred; Ma, Ruizhe; Gonzales, Joseph E.; Mahipal, Vaishali; Oyelere, Solomon Sunday; Suhonen, Jarkko; Tukiainen, Markku (ACM Trans. Comput. Educ., 2024)

Introducing Children to AI and ML with Five Software Exhibits. - Movahed, Saniya Vahedian; Dimino, James; Farrell, Andrew; Irankhah, Elyas; Ghosh, Srija; Jain, Garima; Mahipal, Vaishali; Rayavaram, Pranathi; Sanusi, Ismaila Temitayo; Salas, Erika; Wolkowicz, Kelilah L.; Narain, Sashank; et al. (2024)

Let's Go for a Drive: Exploring AI's Societal Impact in K-8 Education with an Interactive Self-Driving Car Tool. - Rayavaram, Pranathi; Narain, Sashank; Martin, Fred (2024)

Investigating Middle School Students' Early Learning Experience of Computer Science through Creating Apps for Social Good. - Bausch, Gillian; Ni, Lijun; Thomas-Cappello, Elizabeth; Martin, Fred; Feliciano, Bernardo; Mirderikvand, Foozieh (2024)

ChemAIstry: A Novel Software Tool for Teaching Model Training in K-8 Education. - Martin, Fred; Mahipal, Vaishali; Jain, Garima; Ghosh, Srija; Sanusi, Ismaila Temitayo (2024)

Perception, Trust, Attitudes, and Models: Introducing Children to AI and Machine Learning with Five Software Exhibits. - Martin, Fred; Movahed, Saniya Vahedian; Dimino, James; Farrell, Andrew; Irankhah, Elyas; Ghosh, Srija; Jain, Garima; Mahipal, Vaishali; Rayavaram, Pranathi; Sanusi, Ismaila Temitayo; Salas, Erika; Wolkowicz, Kelilah L.; et al. (2024)

DoodleIt: A Novel Tool and Approach for Teaching How CNNs Perform Image Recognition. - Mahipal, Vaishali; Ghosh, Srija; Sanusi, Ismaila Temitayo; Ma, Ruizhe; Gonzales, Joseph E.; Martin, Fred G. (2023)

AI Literacy: Finding Common Threads between Education, Design, Policy, and Explainability. - Long, Duri; Roberts, Jessica; Magerko, Brian; Holstein, Kenneth; DiPaola, Daniella; Martin, Fred (2023)

Creating Apps for Community and Social Good: Learning Outcomes of a Culturally Responsive Middle School Computer Science Curriculum. - Ni, Lijun; Bausch, Gillian; Thomas-Cappello, Elizabeth; Martin, Fred; Feliciano, Bernardo (2023)

Developing Machine Learning Algorithm Literacy with Novel Plugged and Unplugged Approaches. - Ma, Ruizhe; Sanusi, Ismaila Temitayo; Mahipal, Vaishali; Gonzales, Joseph E.; Martin, Fred G. (2023)

DoodleIt: A Beginner's Tool for Understanding Image Recognition. - Mahipal, Vaishali; Ghosh, Srija; Sanusi, Ismaila Temitayo; Ma, Ruizhe; Gonzales, Joseph E.; Martin, Fred G. (2023)

Design and Impact of a Near Peer-Led Computer Science Summer Bridge Program. - Dones, Jaelyn; Martin, Fred G.; Lu, Justin; Mir, Foozieh (2022)

CS Pathways: A Culturally Responsive Computer Science Curriculum for Middle School. - Jain, Garima; Martin, Fred G.; Feliciano, Bernardo; Hsu, Hsien-Yuan; Fauvel-Campbell, Barbara; Bausch, Gillian; Ni, Lijun; Thomas-Cappello, Elizabeth (2022)

Evaluating Student Spatial Skills Learning in a Virtual Reality Programming Environment. - Lu, Justin; Seavey, Lauren; Zuk, Samuel; Dimino, James; Martin, Fred G. (2022)

Promoting Machine Learning Concept to Young Learners in a National Science Fair. - Sanusi, Ismaila Temitayo; Jormanainen, Ilkka; Oyelere, Solomon Sunday; Mahipal, Vaishali; Martin, Fred G. (2022)

Teachers as Curriculum Co-designers: Supporting Professional Learning and Curriculum Implementation in a CSforAll RPP Project. - Ni, Lijun; Bausch, Gillian; Feliciano, Bernardo; Hsu, Hsien-Yuan; Martin, Fred (2022)

Supporting Teacher Professional Learning and Curriculum Implementation Through Collaborative Curriculum Design. - Ni, Lijun; Bausch, Gillian; Feliciano, Bernardo; Hsu, Hsien-Yuan; Martin, Fred G. (2022)

Students' consistency in computational modeling and their academic success. - Izotova, Elena; Kiesling, Jason; Martin, Fred (J. Comput. Sci. Coll., 2021)

Project, District and Teacher Levels: Insights from Professional Learning in a CS RPP Collaboration. - Ni, Lijun; Martin, Fred G.; Bausch, Gillian; Benjamin, Rebecca; Hsu, Hsien-Yuan; Feliciano, Bernardo (2021)

Middle School Teachers' Self-efficacy in Teaching Computer Science and Digital Literacy. - Bausch, Gillian; Ni, Lijun; Martin, Fred G.; Hsu, Hsien-Yuan; Feliciano, Bernardo (2021)

Determining Social Factors Predictive of Success in Computer Science Students. - Kiesling, Jason; Martin, Fred G. (2021)

Extending and Evaluating the Use-Modify-Create Progression for Engaging Youth in Computational Thinking. - Martin, Fred G.; Lee, Irene A.; Lytle, Nicholas; Sentance, Sue; Lao, Natalie (2020)

A Year in K-12 AI Education. - Touretzky, David S.; Gardner-McCune, Christina; Breazeal, Cynthia; Martin, Fred; Seehorn, Deborah W. (AI Mag., 2019)

Point-Counterpoint: Critical reflection need not mean accreditation. - Bruce, Kim B.; Martin, Fred G. (Inroads, 2019)

Envisioning AI for K-12: What Should Every Child Know about AI? - Touretzky, David S.; Gardner-McCune, Christina; Martin, Fred; Seehorn, Deborah W. (2019)

MYR: A Web-Based Platform for Teaching Coding Using VR. - Berns, Christopher; Chin, Grace; Savitz, Joel; Kiesling, Jason; Martin, Fred G. (2019)

Special Session: AI for K-12 Guidelines Initiative. - Touretzky, David S.; Martin, Fred; Seehorn, Deborah W.; Breazeal, Cynthia; Posner, Tess (2019)

AI for K-12: Making Room for AI in K-12 CS Curricula. - Gardner-McCune, Christina; Touretzky, David S.; Martin, Fred; Seehorn, Deborah W. (2019)

AI education matters: a modular approach to AI ethics education. - Furey, Heidi; Martin, Fred (AI Matters, 2018)

The tablet game: an embedded assessment for measuring students' programming skill in app inventor. - Abuah, Chike; Schilder, Diane; Sherman, Mark; Martin, Fred (J. Comput. Sci. Coll., 2018)

Introducing Ethical Thinking About Autonomous Vehicles Into an AI Course. - Furey, Heidi; Martin, Fred (2018)

Model AI Assignments 2018. - Neller, Todd W.; Butler, Zack; Derbinsky, Nate; Furey, Heidi; Martin, Fred; Guerzhoy, Michael; Anders, Ariel; Eckroth, Joshua (2018)

CSTA: Connecting Colleges and K-12 CS Teachers (Abstract Only). - Reed, David; Martin, Fred; Seehorn, Deborah W.; Uche, Chinma (2018)

Role of Prior Experience on Student Performance in the Introductory Undergraduate CS Course: (Abstract Only). - Chakrabarty, Subhajit; Martin, Fred (2018)

The Tablet Game: An Embedded Assessment for Measuring Students' Programming Skill in App Inventor (Abstract Only). - Martin, Fred; Abuah, Chike; Chakrabarty, Subhajit; Nguyen, David; Sherman, Mark; Schilder, Diane (2018)

Empowering middle school students to create data-enabled social apps. - Ni, Lijun; Harunani, Farzeen; Martin, Fred (J. Comput. Sci. Coll., 2017)

Creating Socially Relevant Mobile Apps: Infusing Computing into Middle School Curricula in Two School Districts. - Ni, Lijun; Martin, Fred G. (2017)

Using AppVis to Build Data-rich Apps with MIT App Inventor (Abstract Only). - Martin, Fred; Michalka, Samantha W.; Zhu, Harry; Boudelle, Jere (2017)

Computing with a community focus: outcomes from an app inventor summer camp for middle school students. - Ni, Lijun; Schilder, Diane; Sherman, Mark; Martin, Fred (J. Comput. Sci. Coll., 2016)

Computing with a Community Focus: An App Inventor Summer Camp for Middle School Students (Abstract Only). - Ni, Lijun; Sherman, Mark; Schilder, Diane; Martin, Fred G. (2016)

A dual-major course emphasizing computer science and graphic design. - Martin, Fred; Sherman, Mark (J. Comput. Sci. Coll., 2015)

The assessment of mobile computational thinking. - Sherman, Mark; Martin, Fred (J. Comput. Sci. Coll., 2015)

Integrating computational thinking across the K-8 curriculum. - Lee, Irene A.; Martin, Fred G.; Apone, Katie (Inroads, 2014)

Events-first programming in APP inventor. - Turbak, Franklyn A.; Sherman, Mark; Martin, Fred; Wolber, David; Pokress, Shaileen Crawford (J. Comput. Sci. Coll., 2014)

Mobile computational thinking with app inventor 2 (abstract only). - Turbak, Franklyn A.; Martin, Fred G.; Pokress, Shaileen Crawford; Morelli, Ralph A.; Sherman, Mark; Wolber, David (2014)

Fight the MOOC-opalypse!: and reflections on the aporia of learning. - Martin, Fred (J. Comput. Sci. Coll., 2013)

Impact of auto-grading on an introductory computing course. - Sherman, Mark; Bassil, Sarita; Lipman, Derrell; Tuck, Nathan; Martin, Fred (J. Comput. Sci. Coll., 2013)

The revolution will be televised: perspectives on massive open online education. - Sahami, Mehran; Guzdial, Mark; Martin, Fred G.; Parlante, Nick (2013)

Teaching the CS principles curriculum with App Inventor (abstract only). - Morelli, Ralph A.; Wolber, David; Pokress, Shaileen Crawford; Turbak, Franklyn A.; Martin, Fred G. (2013)

CUDA accelerated robot localization and mapping. - Zhang, Haiyang; Martin, Fred (2013)

Will massive open online courses change how we teach? - Martin, Fred G. (Commun. ACM, 2012)

Teaching Localization in Probabilistic Robotics. - Martin, Fred G.; Dalphond, James M.; Tuck, Nathan (2012)

Optimizing a mobile robot control system using GPU acceleration. - Tuck, Nathan; McGuinness, Michael; Martin, Fred (2012)

Reflections on iCODE: using web technology and hands-on projects to engage urban youth in computer science and engineering. - Martin, Fred G.; Scribner-MacLean, Michelle; Christy, Sam; Rudnicki, Ivan; Londhe, Rucha; Manning, Colleen; Goodman, Irene F. (Auton. Robots, 2011)

Computational thinking for youth in practice. - Lee, Irene A.; Martin, Fred G.; Denner, Jill; Coulter, Bob; Allan, Walter; Erickson, Jeri; Malyn-Smith, Joyce; Werner, Linda L. (Inroads, 2011)

The role of iteration in the design processes of middle school students. - Sherman, Mark; Martin, Fred G.; Scribner-MacLean, Michelle (2011)

Introducing Uninformed Search with Tangible Board Games. - Martin, Fred G. (2011)

WOAH: an obstacle avoidance technique for high speed path following. - Tuck, Nathan; McGuinness, Michael; Martin, Fred (2011)

Beyond First Impressions and Fine Farewells: Electronic Tangibles Throughout the Curriculum - Panel Discussion. - Kay, Jennifer S.; Klassner, Frank; Martin, Fred G.; Miller, David P.; O'Hara, Keith J. (2010)

iSENSE: A Web Environment and Hardware Platform for Data Sharing and Citizen Science. - Martin, Fred G.; Kuhn, Sarah; Scribner-MacLean, Michelle; Corcoran, Christopher; Dalphond, James M.; Fertitta, John; McGuiness, Michael; Christy, Sam; Rudnicki, Ivan (2010)

A general education course in tangible interaction design. - Martin, Fred G.; Roehr, Karen E. (2010)

Joining computing and the arts at a mid-size university. - Martin, Fred; Greher, Gena R.; Heines, Jesse M.; Jeffers, James; Kim, Hyun Ju; Kuhn, Sarah; Roehr, Karen E.; Selleck, Nancy; Silka, Linda; Yanco, Holly A. (J. Comput. Sci. Coll., 2009)

Cultivating creativity in tangible interaction design. - Martin, Fred G.; Roehr, Karen E. (2009)

Making ecology research results useful for resource management: a case study in visual analytics. - Kopytko, Natalie; Cushing, Judith Bayard; Zeman, Lee; Stevenson-Molnar, Nik; Martin, Fred; Keeley, Edward S. (2009)

Visualizing tree crowns for forest managers: informatics tools enhance natural resource management. - Cushing, Judith Bayard; Zeman, Lee; Kopytko, Natalie; Molnar, Nik; McIntosh, Anne C. S.; Nadkarni, Nalini; Delcambre, Lois M. L.; Maier, David; Martin, Fred; Keeley, Ted (2008)

Integrating Mathematical Analysis of Sensors and Motion in a Mobile Robotics Course. - Rhine, Don; Martin, Fred (2008)

Little Robots that Could: How Collaboration in Robotics Labs Leads to Student Learning and Tangible Results. - Martin, Fred G. (Intell. Autom. Soft Comput., 2007)

Real Robots Don't Drive Straight. - Martin, Fred G. (2007)

Introducing the Blackfin Handy Board. - Martin, Fred G.; Chanler, Andrew (2007)

Artbotics: Combining Art and Robotics to Broaden Participation in Computing. - Yanco, Holly A.; Kim, Hyun Ju; Martin, Fred G.; Silka, Linda (2007)

From measurement to management: evidence-based practice in natural resource management. - Cushing, Judith Bayard; Fiala, Anne; Nadkarni, Nalini; Zeman, Lee; Delcambre, Lois M. L.; Maier, David; Martin, Fred; Crosland, Aaron (2007)

Artbotics: community-based collaborative art and technology education. - Kim, Hyun Ju; Coluntino, Diana; Martin, Fred G.; Silka, Linda; Yanco, Holly A. (2007)

Toy projects considered harmful. - Martin, Fred (Commun. ACM, 2006)

Integrating hardware experiences into a computer architecture core course. - Martin, Fred G. (J. Comput. Sci. Coll., 2006)

Eco-informatics and decision making managing our natural resources. - Cushing, Judith Bayard; Wilson, Tyrone; Martin, Fred; Schnase, John L.; Spengler, Sylvia; Sugarbaker, Larry; Pardo, Theresa A. (2006)

Sustaining Local Identity, Control and Ownership While Integrating Technology into School Learning. - Butler, Deirdre; Strohecker, Carol; Martin, Fred (2006)

Chirp on crickets: teaching compilers using an embedded robot controller. - Xu, Li; Martin, Fred G. (2006)

Computing in context: integrating an embedded computing project into a course on ethical and societal issues. - Martin, Fred G.; Kuhn, Sarah (2006)

iCricket: A Programmable Brick for Kids' Pervasive Computing Applications. - Martin, Fred G.; Par, Kallol; Abu-Zahra, Kareem; Dulsky, Vasiliy; Chanler, Andrew (2005)

Engaging computing: makin' it real for kids and undergrads. - Martin, Fred (J. Comput. Sci. Coll., 2004)

MetaCricket: A designer's kit for making computational devices. - Martin, Fred; Mikhak, Bakhtiar; Silverman, Brian (IBM Syst. J., 2000)

Design, story-telling, and robots in Irish primary education. - Martin, Fred G.; Butler, Deirdre; Gleason, Wanda M. (2000)

Revealing common ground: augmentation on the edges of interpretive communities. - Borovoy, Richard; Martin, Fred; Resnick, Mitchel (1999)

The Children's Machines: Handheld and Wearable Computers Too. - Mikhak, Bakhtiar; Martin, Fred; Resnick, Mitchel; Berg, Robert; Silverman, Brian (1999)

Digital Manipulatives: New Toys to Think With. - Resnick, Mitchel; Martin, Fred; Berg, Robert; Borovoy, Richard; Colella, Vanessa; Kramer, Kwin; Silverman, Brian (1998)

GroupWear: nametags that tell about relationships. - Borovoy, Richard; Martin, Fred; Resnick, Mitchel; Silverman, Brian (1998)

Meme Tags and Community Mirrors: Moving from Conferences to Collaboration. - Borovoy, Richard; Martin, Fred; Vemuri, Sunil; Resnick, Mitchel; Silverman, Brian; Hancock, Chris (1998)

Programmable Bricks: Toys to Think With. - Resnick, Mitchel; Martin, Fred; Sargent, Randy; Silverman, Brian (IBM Syst. J., 1996)

Things that Blink: Computationally Augmented Name Tags. - Borovoy, Richard; McDonald, Michelle; Martin, Fred; Resnick, Mitchel (IBM Syst. J., 1996)

Pianos not stereos: creating computational construction kits. - Resnick, Mitchel; Bruckman, Amy S.; Martin, Fred (Interactions, 1996)