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Teach Me StarCraft: Research, education, and SC2

Blogs > shindigs
Post a Reply
shindigs
Profile Blog Joined May 2009
United States4795 Posts
Last Edited: 2012-12-11 11:48:51
December 11 2012 11:48 GMT
#1
During my senior year at university, I joined a research group that was studying the StarCraft 2 community and principles surrounding peer learning in the game. The group is part of the Connected Learning Research Network, which studies a promotes a new idea of education known as connected learning that is closely tied to how youth interest collides with digital media, peer groups, and shared purpose for an enriching learning experience. I've since then graduated, and am still attending the same university as a graduate student (M.S.) still working within the group.

I recently published a blog post on our research network's website discussing some early findings, please check it out on our webpage but you can also read the blog in its entirety below (please keep in mind it is written for people unfamiliar with SC2). Feel free to ask questions about our work, and I'd be happy to answer. I'll be sure to keep the rest of the community updated with what we learn. Again, this is written for an audience that is not too familiar with the SC2 community, and highlighting the cool learning stuff that's going on.

original article here: http://clrn.dmlhub.net/content/teach-me-starcraft-seeking-experts-skill-oriented-gaming-community

Teach Me StarCraft: Seeking experts in a skill-oriented gaming community

[image loading]

The StarCraft 2 community and the surrounding eSports phenomenon embraces learning approaches that can be directly applied to improve understanding of high-level strategy. Real-time strategy games, such as StarCraft 2, are the opposite of traditional turn-based strategy games, such as chess, as each unit in StarCraft 2 functions in “real time” and both players’ units can be moved simultaneously at any point in the game. Knowledge of current strategy is a key resource used to best an opponent on a virtual battlefield. Strategies are recorded and stored in a vast amount of online media - forums, wikis, YouTube commentaries, replay files, and professional gaming videos. Top players and commentators have stated that they carry their own notebooks with write-ups of current strategies and metagame (used to refer to current trending strategies, and their counters) (http://scdojo.tumblr.com/post/34233737871/mapping-out-the-metagame)

Players are capable of engaging a variety of learning strategies and relationships. At a high level, players can absorb the massive amounts of strategy information from online forums, wikis, videos, etc. Digging deeper, players can then seek practice partners or join clans. Finally, players can meet one-on-one with an expert player to receive coaching.
Given the plethora of information that players must digest and be ready to use, those seeking to improve their game will often seek out experts - professional gamers and high ranking players. Professional gamers and high-ranking players often offer coaching services, sometimes charging a fee for one-on-one mentoring, depending on the popularity or schedule of the coach. In other cases, coaches will train players for free, or players will seek equally skilled opponents to serve as practice partners. The demand for knowledge and expertise in StarCraft has been enough to spawn a number of commercial coaching services such as GosuCoaching.

[image loading]

The StarCraft 2 coaching program at TeachMeStuff.net, a mentor matchmaking platform, was designed to make games-coaching more accessible to more casual and younger players who still found the drive the improve. It also allowed for passionate StarCraft 2 players of higher skill to share their knowledge with others, without having to be among the highest ranked players in the game in order to be recognized as a potential mentor. Casual players are provided an alternative in seeking a dedicated coach outside of traditional commercial channels. Currently, there are forum threads dedicated to public listings of free coaches and eager students, but these listings are for the most part unregulated, uncurated, and contain a potentially overwhelming amount of information.

StarCraft 2 was chosen to be part of the mentor matchmaking platform alongside activities such as web development and DIY as the player improvement could be easily tracked through the game’s built-in ranking system. This also encouraged coaches and students to set a clearer goal for practice (example: reach Gold league by the end of the trial).

In the StarCraft 2 coaching trials at TeachMeStuff.net [link], the first trial opted to follow a one-on-one coaching model where we recruited a pool of applicants who were designated coaches, and matched them with applicants who were designated students. While this model worked for some, we found that only the highly motivated coaches and students who were dedicated enough to set aside time to practice with one another made noticeable improvements in their game ranking. Other students and coaches who were interested, but not highly motivated, would neglect trying to overcome scheduling conflicts, and eventually lose interest in coaching or learning through coaching. As most of the coaching was done online, we found scheduling between multiple individual’s needs across numerous time-zones to be a big obstacle in nurturing a friendly and motivating online coaching space.

In the second phase of the trial, we kept the one-on-one coach and student model but also added group practice nights in which coaches and students could hang out and practice collectively at a designated time online. The group sessions were added to help break the isolation between some coach and student pairs, and encourage collaboration with strategy. We also added achievements for leveling up and improving in-game, which were awarded to both coaches and students to incentivize strong participation from coach and student pairs.

The achievement and badge system only reinforced the already highly motivated players, but did little to spark greater interest in those mildly engaged with the program. Feedback from the second trial showed that achievements and badges were secondary factors to those seeking to improve, and that students and coaches primarily valued the coaching and learning process itself. These values embody a shared purpose of sportsmanship in the eSports culture surrounding StarCraft 2, and is pervasive in many aspects of the community.

The group coaching sessions were more successful - with groups of 4 to 8 players collectively and regularly meeting online to practice. In these sessions, there were designated coaches and designated student roles, and coaches would watch a student game together to give collective advice. The gathering and interaction between the coaches and students proved to be one of the most effective learning environments for the players, and after a few group sessions, more students ranked up.

In one of these early group coaching sessions, a struggling Zerg player was coached by a few higher level Zerg experts over voice chat. One coach focused on curating the player’s build order (step by step strategy instructions), while the other curated specific mechanics on economy management. This gave the student a well rounded scope of what to focus on to improve his play, and he soon ranked up after the coaching session.

In the third phase of the trial (currently ongoing), we have more or less dissolved the coach and student model and made group practice sessions a regular weekly occurrence, open to all players of any skill level. After recruiting a few interested participants, the first group practice sessions aimed to let players simply practice with one another through methods that were more natural to them, rather than enforce a coach-student structure. Students who would still actively seek a one on one coach could still be matched with one on the side.

With no designated roles, the players were still capable of getting into the game and immediately providing feedback for one another in ‘crit-session’ style. Through voice chat, players were capable of getting feedback, while playing, from multiple spectators who would often collectively guide the player with their strategy. Depending on the player’s faction, one particular spectator may take up the role as the ‘expert’ in one specific game and offer insight into the matchup. In another game, the same ‘expert’ may step down and let someone else with more experience in the other matchup provide more feedback. In other situations, there was no clear individual expert aside from the collective discussion of the spectators to the players.

An example of this peer supported learning style emerged in a recent group practice session. One player played a game with another practice partner in which he showed off a new strategy he had seen demonstrated online. The strategy was so effective that several players asked him to send them the video and coach them on the spot. However, some players were also curious on how to beat such a seemingly “unstoppable” strategy, so a different camp of players emerged that tried to learn with one another to overthrow the practice session’s dominant strategy.

This dynamic role assignment is an interesting finding within the StarCraft practice sessions as it reflects not only peer learning principles, but also the attitudes toward learning within the player community. While StarCraft 2 ranks players on a universal system, these rankings do not always automatically designate the roles of coach or student during practice sessions, often blurring the lines between the two. An individual may play the ‘coach’ role for a period of time, they are eager to switch to a ‘student’ role in light of another expert who can fill in the gaps in their own knowledge and play - highlighting an important aspect of becoming a lifelong learner.

Through the StarCraft 2 coaching trials, our team found that the values of sportsmanship in eSports proved to give players a strong sense of shared purpose to help each other improve, resulting in peer supported coaching and learning activities as evidenced by our group practice sessions. With all the tweaks made to the coaching program, we observed that the most effective results for players came when the program took advantage of existing and naturally occurring learning activities that were already happening in the StarCraft community.




If anyone is interested in participating in the group practice sessions (FOR SCIENCE and research) or interested in being a coach or student, you can sign up and RSVP to sessions at http://www.teachmestuff.net which is a site we're using to keep track of individuals in the program. We may reach out to a few people to interview.

I hope to follow up with more blogs about SC2, esports, and academia if people are interested. ESPORTS touches on a variety of topics not just in education, but also in digital media, computer science, law, sociology, etc.

****
Photographer@shindags || twitch.tv/shindigs
Birdie
Profile Blog Joined August 2007
New Zealand4438 Posts
December 11 2012 12:15 GMT
#2
This seems like an awesome initiative. I would join in if I played SC2, but I'm too busy playing BW :3 but if the research proves useful for SC2, I'm sure it would also apply to SCBW in terms of practicing and coaching and learning. I look forward to seeing the final results. Is there any way to sign up for a mailing list when you complete your research, or could I perhaps have a PM when it's done?
Red classic | A butterfly dreamed he was Zhuangzi | 4.5k, heading to 5k as support!
radscorpion9
Profile Blog Joined March 2011
Canada2252 Posts
Last Edited: 2012-12-11 18:39:23
December 11 2012 18:28 GMT
#3
I think the word "metagame" can be confusing to people who are new to SC2 and similar games.

Since you are doing research work, I know how important it is to be as precise as you can with the words you use so that people understand what you mean, so I just wanted to add my own commentary. I know that Artosis uses the word "metagame" in one sense, but I feel it is incomplete or misleading in terms of the context in which it is used.

If you look at the Wikipedia definition of "Metagame" (redirected to metagaming), they offer the definition:

Metagaming is a broad term usually used to define any strategy, action or method used in a game which transcends a prescribed ruleset, uses external factors to affect the game, or goes beyond the supposed limits or environment set by the game. Another definition refers to the game universe outside of the game itself.

In simple terms, it is the use of out-of-game information or resources to affect one's in-game decisions.


The problem is, how casters use it, and how you defined it, it is as if metagame is the current popular strategy or build. This is incorrect. Metagame isn't the popular strategy just because its a popular strategy; metagame is specifically a strategy that is used to counter popular strategies on the basis that these countered strategies are either popular or are a favorite of a specific opponent. The reason I emphasize popular is because a metagame has to occur outside of the prescribed ruleset of the game for it to be applicable (i.e. people see that a strategy is popular, and assume it will be used, preparing their defenses in-game against it).

Thus the metagame can become a popular strategy in response to other popular strategies, but I think it is important to keep this crucial relationship in mind, otherwise the metagame will become synonymous "popular strategy" which is simply incorrect.

Similarly you seem to confuse counters used against popular strategies as metagame. Metagame *can be* a tactic used against a popular strategy, but it isn't defined to be synonymous with counter strategy. Metagame is specifically a tactic that is used to counter strategies based on information *outside of the game*, which you don't emphasize or acknowledge in your post.

For example, a player could use a counter strategy if they see their opponent going for a certain build within the game. This all occurs within the game, so metagaming plays no role.

But if a player uses a counter strategy based on what they expect their opponent to do, then using this counter strategy within this context is an example of metagaming.

I tend to care a lot about using words correctly, so I don't want metagame to turn into another intelligent sounding word that people use in the totally wrong context, leading eventually to a situation where people forget what the word was actually supposed to mean, and its meaning instead warps into "popular build order". Honestly if you just gave people the Wikipedia definition it would be okay, I don't think it's that complicated.

Good luck with the project!
shindigs
Profile Blog Joined May 2009
United States4795 Posts
December 11 2012 20:36 GMT
#4
I agree the term is misused, but it's so frequently misused that I just have to side with the majority in the article. I understand it can be frustrating, keep fighting the good fight.
Photographer@shindags || twitch.tv/shindigs
snively
Profile Blog Joined August 2011
United States1159 Posts
December 11 2012 23:22 GMT
#5
FOOOR, SCIENCE!!

on topic: looks awesome
gl, and i hope ur results can help FOOOR, SCIENCE!!ESPOORTS
My religion is Starcraft
AC3
Profile Joined April 2006
Canada337 Posts
December 12 2012 08:28 GMT
#6
On December 12 2012 03:28 radscorpion9 wrote:
I think the word "metagame" can be confusing to people who are new to SC2 and similar games.

Since you are doing research work, I know how important it is to be as precise as you can with the words you use so that people understand what you mean, so I just wanted to add my own commentary. I know that Artosis uses the word "metagame" in one sense, but I feel it is incomplete or misleading in terms of the context in which it is used.

If you look at the Wikipedia definition of "Metagame" (redirected to metagaming), they offer the definition:

Show nested quote +
Metagaming is a broad term usually used to define any strategy, action or method used in a game which transcends a prescribed ruleset, uses external factors to affect the game, or goes beyond the supposed limits or environment set by the game. Another definition refers to the game universe outside of the game itself.

In simple terms, it is the use of out-of-game information or resources to affect one's in-game decisions.


The problem is, how casters use it, and how you defined it, it is as if metagame is the current popular strategy or build. This is incorrect. Metagame isn't the popular strategy just because its a popular strategy; metagame is specifically a strategy that is used to counter popular strategies on the basis that these countered strategies are either popular or are a favorite of a specific opponent. The reason I emphasize popular is because a metagame has to occur outside of the prescribed ruleset of the game for it to be applicable (i.e. people see that a strategy is popular, and assume it will be used, preparing their defenses in-game against it).

Thus the metagame can become a popular strategy in response to other popular strategies, but I think it is important to keep this crucial relationship in mind, otherwise the metagame will become synonymous "popular strategy" which is simply incorrect.

Similarly you seem to confuse counters used against popular strategies as metagame. Metagame *can be* a tactic used against a popular strategy, but it isn't defined to be synonymous with counter strategy. Metagame is specifically a tactic that is used to counter strategies based on information *outside of the game*, which you don't emphasize or acknowledge in your post.

For example, a player could use a counter strategy if they see their opponent going for a certain build within the game. This all occurs within the game, so metagaming plays no role.

But if a player uses a counter strategy based on what they expect their opponent to do, then using this counter strategy within this context is an example of metagaming.

I tend to care a lot about using words correctly, so I don't want metagame to turn into another intelligent sounding word that people use in the totally wrong context, leading eventually to a situation where people forget what the word was actually supposed to mean, and its meaning instead warps into "popular build order". Honestly if you just gave people the Wikipedia definition it would be okay, I don't think it's that complicated.

Good luck with the project!

Great post, this is a very strong definition on the difference between metagame and popular builds/strategy. I agree that lots of lower level players or new players to the game in general may misunderstand what the metagame is, hearing it used in a large variety (of not always correct) situations from casters, your post straightens this out perfectly. Thanks!
"The idea is to try to give all of the information to help others to judge the value of your contribution; not just the information that leads to judgment in one particular direction or another" -- Richard Feynman
jcroisdale
Profile Blog Joined October 2010
United States1543 Posts
December 12 2012 21:39 GMT
#7
On December 12 2012 03:28 radscorpion9 wrote:
I think the word "metagame" can be confusing to people who are new to SC2 and similar games.

Since you are doing research work, I know how important it is to be as precise as you can with the words you use so that people understand what you mean, so I just wanted to add my own commentary. I know that Artosis uses the word "metagame" in one sense, but I feel it is incomplete or misleading in terms of the context in which it is used.

If you look at the Wikipedia definition of "Metagame" (redirected to metagaming), they offer the definition:

Show nested quote +
Metagaming is a broad term usually used to define any strategy, action or method used in a game which transcends a prescribed ruleset, uses external factors to affect the game, or goes beyond the supposed limits or environment set by the game. Another definition refers to the game universe outside of the game itself.

In simple terms, it is the use of out-of-game information or resources to affect one's in-game decisions.


The problem is, how casters use it, and how you defined it, it is as if metagame is the current popular strategy or build. This is incorrect. Metagame isn't the popular strategy just because its a popular strategy; metagame is specifically a strategy that is used to counter popular strategies on the basis that these countered strategies are either popular or are a favorite of a specific opponent. The reason I emphasize popular is because a metagame has to occur outside of the prescribed ruleset of the game for it to be applicable (i.e. people see that a strategy is popular, and assume it will be used, preparing their defenses in-game against it).

Thus the metagame can become a popular strategy in response to other popular strategies, but I think it is important to keep this crucial relationship in mind, otherwise the metagame will become synonymous "popular strategy" which is simply incorrect.

Similarly you seem to confuse counters used against popular strategies as metagame. Metagame *can be* a tactic used against a popular strategy, but it isn't defined to be synonymous with counter strategy. Metagame is specifically a tactic that is used to counter strategies based on information *outside of the game*, which you don't emphasize or acknowledge in your post.

For example, a player could use a counter strategy if they see their opponent going for a certain build within the game. This all occurs within the game, so metagaming plays no role.

But if a player uses a counter strategy based on what they expect their opponent to do, then using this counter strategy within this context is an example of metagaming.

I tend to care a lot about using words correctly, so I don't want metagame to turn into another intelligent sounding word that people use in the totally wrong context, leading eventually to a situation where people forget what the word was actually supposed to mean, and its meaning instead warps into "popular build order". Honestly if you just gave people the Wikipedia definition it would be okay, I don't think it's that complicated.

Good luck with the project!


Metagaming can be used in more then one way. Coming from a poker background, a player could always raise from the BB when you limp in the dealer button. Not knowing that he might win but believing because of past history. That is thus called the metagame. The game above the normal game using history to try and make decisions.

Another example is playing an opponent twice in a row on ladder, the first time he cannon rushes, the second game I am going to play different maybe even hard counter his cannon rush with my own cannons. This might not be the best strategy. Thus i am meta gaming him.
"I think bringing a toddler to a movie theater is a terrible idea. They are too young to understand what is happening it would be like giving your toddler acid. Bad idea." - Sinensis
Aerisky
Profile Blog Joined May 2012
United States12129 Posts
Last Edited: 2012-12-13 08:13:08
December 13 2012 08:12 GMT
#8
Right, yeah. When you "metagame" someone, it's using knowledge outside of the game's mechanics. However, the metagame is the current situation of strategies which one can analyze outside of the game to make decisions in the game, not necessarily the process of using understanding of current trends to beat others' strategies, which would be metagaming. Analysis of metagame trends allows you to metagame (infinitive) someone by playing with said current trends in mind. From scorpion's wikipedia article:
In the popular trading card game Magic: The Gathering players compete with decks they have created in advance and the "metagame" consists of the deck types that are currently popular and expected to show up in large numbers in a tournament. The knowledge of metagame trends can give the players an edge against other participants, while playing (quickly recognizing what kind of deck opponents have to guess their likely cards and moves) and more importantly in the deck building process, by selecting and adapting designs to do well against the popular deck types at the expense of performance against rarer ones.
Jim while Johnny had had had had had had had; had had had had the better effect on the teacher.
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